awesome-mcp

Awesome MCP

A curated list of awesome Model Context Protocol (MCP) projects from GitHub

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This repository automatically collects and organizes high-quality MCP projects from GitHub, presenting them in a beautiful, searchable format. The list is updated daily via GitHub Actions and hosted on GitHub Pages.

🌐 Languages

• English
• 中文
• Русский
• 日本語
• Français
• Español

🚀 Quick Start: How to Use MCP in AI Tools

The Model Context Protocol (MCP) allows AI assistants to connect to external data sources and tools. Here’s how to set it up in popular AI tools:

📱 Claude Desktop

1. Find the configuration file:
   • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
   • Windows: %APPDATA%\Claude\claude_desktop_config.json
2. Edit the configuration file and add your MCP servers:

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token_here"
      }
    },
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/directory"]
    }
  }
}

1. Restart Claude Desktop to apply changes.

💻 Cursor IDE

1. Open Settings: Cmd/Ctrl + ,
2. Navigate to: Features → Agent → MCP Servers
3. Click “Add Server”
4. Enter server details:
   • Name: A friendly name for the server
   • Command: The command to run (e.g., npx)
   • Args: Command arguments (e.g., ["-y", "@modelcontextprotocol/server-github"])
   • Env: Environment variables (if needed)

🔌 Continue (VS Code Extension)

1. Install Continue extension from VS Code marketplace
2. Open Continue settings: Click the Continue icon in the sidebar
3. Navigate to: Settings → MCP Servers
4. Add MCP server in ~/.continue/config.json:

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token_here"
      }
    }
  }
}

1. Reload VS Code to apply changes.

🔌 Cline (VS Code Extension)

1. Install Cline extension from VS Code marketplace
2. Open Command Palette: Cmd/Ctrl + Shift + P
3. Run: Cline: Configure MCP Servers
4. Edit the configuration file that opens, or manually edit ~/.cline/mcp_config.json:

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token_here"
      }
    }
  }
}

1. Restart VS Code to apply changes.

⚡ Aider (Command Line)

1. Install Aider: pip install aider-chat
2. Set environment variable for MCP servers:

export MCP_SERVERS='{"github": {"command": "npx", "args": ["-y", "@modelcontextprotocol/server-github"], "env": {"GITHUB_PERSONAL_ACCESS_TOKEN": "your_token"}}}'

1. Or create ~/.aider/mcp_config.json:

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token_here"
      }
    }
  }
}

1. Run Aider: aider (MCP servers will be automatically loaded)

🌊 Windsurf

1. Open Windsurf Settings: Cmd/Ctrl + ,
2. Navigate to: Extensions → MCP
3. Click “Add MCP Server”
4. Configure server:
   • Name: Server identifier
   • Command: Command to execute
   • Arguments: Command arguments
   • Environment: Environment variables
5. Save and restart Windsurf

🎨 Composer (Anthropic)

1. Open Composer settings
2. Navigate to: Settings → Integrations → MCP
3. Add MCP server configuration:

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token_here"
      }
    }
  }
}

1. Restart Composer to apply changes.

🔍 Finding MCP Servers

Browse the projects list below to discover available MCP servers. Popular options include:

• GitHub MCP Server - Access GitHub repositories and issues
• Playwright MCP - Browser automation
• Filesystem Server - File system access
• SQLite Server - Database queries

📝 Example: GitHub MCP Server

{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_your_token_here"
      }
    }
  }
}

Get a GitHub token: GitHub Settings → Developer settings → Personal access tokens

🎯 What Can MCP Do?

Once configured, MCP enables AI assistants to:

• 📂 Access files and directories
• 🔍 Search code repositories
• 🌐 Browse the web
• 💾 Query databases
• 📊 Analyze data
• 🔧 Execute tools and scripts

📚 Learn More

• Official MCP Documentation
• MCP Specification
• Browse MCP Servers Collection

🔗 Featured Resource

• silicogrove - A third-party, one-stop AI platform and guide that brings together mainstream AI services and resources through a unified, easy-to-use experience.
• ChongPlus Image Studio - A third-party online AI image-generation tool for creating images in your browser.
• chongplus-image-skill - An open-source Agent Skill for generating and editing images through the ChongPlus API from compatible AI agents.

---

📚 Projects (5662 total)

Last updated: 2026-10-28

MCP Servers

MCP server implementations that provide protocol services

1. rea - ⭐ 398,352 Reverse engineer anything with agents, from app behavior down to native binaries.

2. ECC - ⭐ 291,054 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

3. everything-claude-code - ⭐ 185,825 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

4. dify - ⭐ 159,758 Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

5. open-webui - ⭐ 156,994 User-friendly AI Interface (Supports Ollama, OpenAI API, …)

6. cc-switch - ⭐ 149,479 A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

7. graphify - ⭐ 137,134 Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

8. browser-use - ⭐ 119,332 Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

9. gemini-cli - ⭐ 108,589 An open-source AI agent that brings the power of Gemini directly into your terminal.

10. paperclip - ⭐ 108,081 The open-source app everyone uses to manage agents at work

11. awesome-mcp-servers - ⭐ 96,956 A collection of MCP servers.

12. servers - ⭐ 91,620 Model Context Protocol Servers

13. Scrapling - ⭐ 90,101 🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don’t be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

14. worldmonitor - ⭐ 89,688 Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

15. crawl4ai - ⭐ 86,421 Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf

16. lobehub - ⭐ 83,541 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

17. OmniRoute - ⭐ 81,928 Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 900+ contributors

18. netdata - ⭐ 81,197 The fastest path to AI-powered full stack observability, even for lean teams.

19. ruflo - ⭐ 79,837 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

20. OmniRoute - ⭐ 79,040 Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 900+ contributors

21. ragflow - ⭐ 78,943 RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

22. awesome-claude-skills - ⭐ 78,110 A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

23. headroom - ⭐ 78,066 Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

24. ai-engineering-from-scratch - ⭐ 74,766 Learn AI Engineering! Learn it. Build it. Ship it for others.

25. lobe-chat - ⭐ 70,553 :exploding_head: LobeHub - The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.

26. context7 - ⭐ 63,804 Context7 Platform – Up-to-date docs for AI agents

27. TrendRadar - ⭐ 63,246 ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

28. anything-llm - ⭐ 60,921 The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

29. mempalace - ⭐ 59,764 The best-benchmarked open-source AI memory system. And it’s free.

30. private-gpt - ⭐ 57,613 Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.

31. chrome-devtools-mcp - ⭐ 54,320 Chrome DevTools for coding agents

32. LocalAI - ⭐ 50,014 LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

33. nanobot - ⭐ 49,534 Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

34. agentic-awesome-skills - ⭐ 48,629 AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,750+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

35. JeecgBoot - ⭐ 48,302 【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

36. codebase-memory-mcp - ⭐ 47,678 Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

37. CowAgent - ⭐ 47,635 Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.

38. siyuan - ⭐ 46,971 An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、自托管的知识工作空间，让人与智能体在此协作

39. LibreChat - ⭐ 46,400 Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

40. headroom - ⭐ 45,186 Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

41. claude-plugins-official - ⭐ 44,983 Official, Anthropic-managed directory of high quality Claude Code Plugins.

42. reactive-resume - ⭐ 44,965 A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

43. LibreChat - ⭐ 44,713 Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

44. AstrBot - ⭐ 44,259 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

45. antigravity-awesome-skills - ⭐ 42,567 Installable GitHub library of 1,800+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and official/community skill collections.

46. app - ⭐ 42,495 A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

47. reactive-resume - ⭐ 42,396 A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

48. openhuman - ⭐ 42,376 The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.

49. agents - ⭐ 41,891 Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi

50. ToolJet - ⭐ 41,136 Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards, business applications, workflows and AI agents. Build visually, from a prompt, or from Claude Code, Codex and Cursor over MCP 🚀

51. Codewhale - ⭐ 41,135 Open-source agent for the terminal written in Rust. Use any provider or model. Issues & PRs always welcome

52. Codewhale - ⭐ 41,035 Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome.

53. CodeWhale - ⭐ 40,889 Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome.

54. posthog - ⭐ 40,483 :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.

55. mempalace - ⭐ 40,200 The highest-scoring AI memory system ever benchmarked. And it’s free.

56. drawdb - ⭐ 40,153 Free, simple, and intuitive online database diagram editor and SQL generator.

57. mindshub - ⭐ 39,829 The unified workspace where open-source models get things done for you.

58. UI-TARS-desktop - ⭐ 39,417 The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

59. minds - ⭐ 39,383 Delegate anything. It comes back done.

60. playwright-mcp - ⭐ 38,730 Playwright MCP server

61. ai-engineering-hub - ⭐ 38,450 In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

62. PDFMathTranslate - ⭐ 37,970 [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero

63. cherry-studio - ⭐ 37,347 Cherry Studio boosts your productivity with unified AI access, Agent capabilities, and 300+ assistants in one desktop application.

64. goose - ⭐ 37,288 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

65. Vibe-Trading - ⭐ 36,931 “Vibe-Trading: Your Personal Trading Agent”

66. oh-my-pi - ⭐ 36,876 ⌥ Coding agent with the IDE wired in. Built by Stencil Labs.

67. QwenPaw - ⭐ 36,656 Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

68. next-ai-draw-io - ⭐ 36,453 Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

69. Anthropic-Cybersecurity-Skills - ⭐ 35,138 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0

70. agentscope - ⭐ 34,522 Build and run agents you can see, understand and trust.

71. github-mcp-server - ⭐ 34,019 GitHub’s official MCP Server

72. nacos - ⭐ 33,490 an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.

73. 1Panel - ⭐ 33,113 🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server.

74. context-mode - ⭐ 32,584 Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

75. mcp-for-blender - ⭐ 32,535 Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

76. signoz - ⭐ 32,473 SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.

77. code-review-graph - ⭐ 32,441 Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

78. invisible_dots - ⭐ 32,275 Open-source, self-hosted alternative to OpenAI Dots, Grok Bot. Built to be undetectable by anti-bot systems.

79. xiaozhi-esp32 - ⭐ 32,111 An MCP-based chatbot | 一个基于MCP的聊天机器人

80. aihawk_mcp_server - ⭐ 31,621 Anti-detect agentic browser: undetected browsing, browser automation, MCP server, AI web browsing agent, computer use, scraping, lead generation. No captchas.

81. AIHawk - ⭐ 31,610 Anti detect browser and web browsing agent: an open-source MCP server for undetected browsing, AI web scraping and computer use agents. No captchas.

82. serena - ⭐ 30,792 A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

83. gpt-researcher - ⭐ 30,321 An autonomous agent that conducts deep research on any data using any LLM providers

84. Jobs_Applier_AI_Agent_AIHawk - ⭐ 30,299 Open source AI job application toolkit in Python: generate a resume and cover letter tailored to each job posting, and drive a stealth browser from any AI client over MCP.

85. page-agent - ⭐ 29,585 JavaScript in-page GUI agent. Control web interfaces with natural language.

86. mastra - ⭐ 29,135 Mastra is the modern TypeScript framework for AI-powered applications and agents.

87. repomix - ⭐ 29,051 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

88. blender-mcp - ⭐ 28,707 Community plugin to control Blender 3D with any LLM of your choice

89. Chat2DB - ⭐ 28,344 Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.

90. fastmcp - ⭐ 28,221 🚀 The fast, Pythonic way to build MCP servers and clients.

91. dbx - ⭐ 27,969 25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP。

92. haystack - ⭐ 26,862 Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

93. kratos - ⭐ 25,998 Your ultimate Go microservices framework for the cloud-native era.

94. blender-mcp - ⭐ 25,690 🎨 Control Blender 3D with Claude AI — prompt-driven 3D modeling, materials & scene generation via MCP

95. open-seo - ⭐ 25,378 Open source alternative to Semrush and Ahrefs

96. kuboard-press - ⭐ 25,272 Kuboard v4 官方文档（zh/en 双语）：Kuboard 是基于 Kubernetes 的微服务管理界面。本仓库为 v4 版本文档站源码，涵盖安装升级、集群管理、工作负载、网络、存储、Kuboard MCP 等。

97. activepieces - ⭐ 25,256 AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

98. editor - ⭐ 25,152 Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

99. gin-vue-admin - ⭐ 25,102 🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台，企业级业务AI+开发解决方案，内置mcp辅助服务，内置skills管理，支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。

100. GenAI_Agents - ⭐ 24,707 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

101. python-sdk - ⭐ 24,690 The official Python SDK for Model Context Protocol servers and clients

102. n8n-mcp - ⭐ 23,153 A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

103. MaxKB - ⭐ 23,056 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

104. fastmcp - ⭐ 22,902 🚀 The fast, Pythonic way to build MCP servers and clients

105. SkillSpector - ⭐ 22,786 Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

106. awesome-ai-engineering - ⭐ 22,480 🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

107. screenpipe - ⭐ 22,100 YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents’ context

108. agents-towards-production - ⭐ 21,780 End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

109. jcode - ⭐ 21,267 High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows

110. Douyin_TikTok_Download_API - ⭐ 20,952 🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API，支持 AI agent 通过 MCP 调用与离线语音转文字，Docker 一键部署。| Self-hosted TikTok, Douyin & Bilibili scraper and no-watermark video downloader — async REST API, MCP server for AI agents, CLI and web console, plus offline speech-to-text for downloaded videos. Self-healing identity pool, PostgreSQL archive, one docker compose up.

111. FunASR - ⭐ 20,852 Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

112. easy-vibe - ⭐ 20,223 💻 Vibe Coding 101｜Your First Course For AI Product Builders.

113. Toonflow-app - ⭐ 19,648 短剧、漫剧制作工具 Toonflow：开源 AI 视频创作平台，集成剧本创作、智能分镜、角色与场景资产管理、图像生成和视频生成。融合无限画布、AI Agent 与可视化工作流，支持本地部署、自选模型、跨平台客户端、MCP 与插件扩展。Open-source AI short drama and motion comic creation tool with an infinite canvas, AI agents, storyboarding, image and video generation. Self-hosted and extensible, with a canvas-based approach similar to LibTV and TapNow.

114. nuclear - ⭐ 18,808 Streaming music player that finds free music for you

115. browser-harness - ⭐ 18,666 Let Claude Code, Codex or Cursor use your real Chrome, logged in as you. One prompt to set up. Open source, MIT.

116. WeClone - ⭐ 18,332 Build a portrait of your life. Assistants that know you. Clones that talk like you.

117. openfang - ⭐ 18,230 Open-source Agent Operating System

118. Auto-claude-code-research-in-sleep - ⭐ 18,195 ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

119. WrenAI - ⭐ 17,993 GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

120. rocketride-server - ⭐ 17,751 High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

121. mcp-for-beginners - ⭐ 17,525 This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

122. Qwen-Agent - ⭐ 17,219 Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

123. xerj - ⭐ 17,183 AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

124. openGym - ⭐ 16,744 Open-source gym & body-weight tracker, now in the App Store (iPhone + Apple Watch) and as an Android APK. Plan routines, log workouts, see which muscles are trained, import from Strong/Hevy/FitNotes. Self-host it or use it on the phone alone.

125. mcp-toolbox - ⭐ 16,741 MCP Toolbox for Databases is an open source MCP server for databases.

126. awesome-ai-apps - ⭐ 16,642 A collection of projects showcasing RAG, agents, workflows, and other AI use cases

127. trigger.dev - ⭐ 16,636 Trigger.dev – build and deploy durable AI agents and workflows

128. xiaohongshu-mcp - ⭐ 16,618 MCP for xiaohongshu.com

129. SurfSense - ⭐ 16,161 Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

130. Figma-Context-MCP - ⭐ 16,087 MCP server to provide Figma layout information to AI coding agents like Cursor

131. docker-android - ⭐ 16,049 Android in docker solution with noVNC supported, video recording, mcp server and AI-agent

132. OpenMetadata - ⭐ 15,604 The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

133. unity-mcp - ⭐ 15,482 Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

134. electerm - ⭐ 15,481 📻Free and open-sourced terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(Linux, Mac, Windows, Android, HarmonyOS, iOS)

135. Skill_Seekers - ⭐ 15,242 Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

136. cc-haha - ⭐ 15,201 本地优先的跨平台 Claude Code / AI Agent 桌面工作台：多 Agent 协作、Git Worktree、代码 Diff、技能市场、多模型、Computer Use、桌面宠物；支持微信、飞书、钉钉及 H5 等远程访问。 | Local-first Claude Code / AI Agent desktop workspace: multi-agent teams, Git worktrees, diffs, skills marketplace, multi-model, Computer Use, task-aware desktop pets; remote via WeChat, Feishu, DingTalk, Telegram, WhatsApp & H5.

137. claude-flow - ⭐ 15,103 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration

138. casdoor - ⭐ 14,684 An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD

139. palmier-pro - ⭐ 14,640 macOS video editor built for AI

140. omniget - ⭐ 14,358 Udemy & Hotmart course downloader, YouTube downloader (yt-dlp GUI, 1,800+ sites) + desktop app for AI agents: Claude Code, Codex, Gemini CLI, Ollama. Permissions, undo, jobs, loops until tests pass, MCP server, 156 tools, course player. Free and open source for Windows, macOS and Linux. No terminal. Your files stay on your computer.

141. BrowserOS - ⭐ 14,134 🌐 The open-source Agentic browser; alternative to ChatGPT Atlas, Perplexity Comet, Dia.

142. genai-toolbox - ⭐ 13,975 MCP Toolbox for Databases is an open source MCP server for databases.

143. EverOS - ⭐ 13,671 One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

144. typescript-sdk - ⭐ 13,665 The official TypeScript SDK for Model Context Protocol servers and clients

145. apify-mcp-server - ⭐ 13,536 The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

146. filestash - ⭐ 13,423 :file_folder: What Dropbox should have been if it was based on SFTP, S3, FTP, SMB, NFS, WebDAV, Git, and more

147. nightingale - ⭐ 13,400 Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

148. gateway - ⭐ 13,284 A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

149. QuantDinger - ⭐ 13,201 Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch your own multi-tenant trading SaaS with built-in user management, billing, payments, and settlement.

150. SeleniumBase - ⭐ 13,192 📊 The best API for Web Automation, Testing, and Scraping. CDP Mode launches a stealth browser that bypasses bot-detection/CAPTCHAs. Adds stealth to Playwright. Includes an MCP server for AI agents.

151. ida-pro-mcp - ⭐ 13,179 AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

152. hexstrike-ai - ⭐ 13,144 HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

153. XHS-Downloader - ⭐ 13,129 小红书（XiaoHongShu、RedNote）链接提取/作品采集工具

154. note-gen - ⭐ 12,931 Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.

155. superset - ⭐ 12,832 Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

156. claude-context - ⭐ 12,651 Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

157. mcp-chrome - ⭐ 12,512 Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

158. Concat - ⭐ 12,160 The truly free, open-source, local-first, cross-platform CapCut replacement. Scriptable through a JSON-RPC API & MCP.

159. MemOS - ⭐ 12,136 Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

160. kubeshark - ⭐ 12,111 eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

161. fastapi_mcp - ⭐ 12,023 Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

162. pal-mcp-server - ⭐ 11,809 The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

163. nginx-ui - ⭐ 11,676 Yet another WebUI for Nginx

164. GhidraMCP - ⭐ 11,608 MCP Server for Ghidra

165. holaOS - ⭐ 11,436 Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps, browser, local files — with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first: your data never leaves your machines.

166. solidcraft - ⭐ 11,328 SolidCraft: an open-source parametric 3D CAD application built in pure Rust. Desktop, web, and automation through MCP.

167. inspector - ⭐ 11,173 Visual testing tool for MCP servers

168. xiaozhi-esp32-server - ⭐ 11,058 本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.

169. Horizon - ⭐ 11,039 📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达

170. voltagent - ⭐ 10,884 AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

171. tyk - ⭐ 10,870 Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)

172. amazing-qr - ⭐ 10,842 💮 amazing QRCode generator (supporting animated gif) - amazing 二维码生成器（支持 gif 动态图片二维码）

173. Trail-Code - ⭐ 10,829 Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

174. mcp-use - ⭐ 10,818 The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

175. Windows-MCP - ⭐ 10,561 MCP Server for Computer Use in Windows

176. drawio-skill - ⭐ 10,405 Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view projection, drift diff, CI architecture tests, whiteboard derasterize, interactive HTML/PPTX/Mermaid exports.

177. DesktopCommanderMCP - ⭐ 10,146 This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

178. uno - ⭐ 10,092 Open-source platform for building cross-platform native Mobile, Web, Desktop, and Embedded apps from a single C#/XAML codebase. Work from any IDE/CLI with Hot Reload, Visual Designer, MCPs, and Skills built for modern .NET workflows. 200M+ NuGet downloads.

179. mobile-mcp - ⭐ 10,062 Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

180. Graft - ⭐ 9,928 Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

181. zen-mcp-server - ⭐ 9,890 The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

182. mcp - ⭐ 9,837 Open source MCP Servers for AWS

183. autoclip - ⭐ 9,788 AutoClip｜一个链接，一键出片。开源 AI 视频剪辑桌面工具，将播客、访谈、课程等长视频自动剪成短视频，生成字幕、封面和发布文案，适配抖音、小红书、TikTok、Reels 与 YouTube Shorts。Open-source AI video clipping & content repurposing.

184. QuantDinger - ⭐ 9,748 AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading

185. atlas - ⭐ 9,552 Source control for agents. Use multiple coding agents, track their changes and query them in one place

186. xberg - ⭐ 9,455 Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

187. openstatus - ⭐ 9,237 Open-source status page, incident response and uptime monitoring

188. mcp-go - ⭐ 9,198 A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

189. universal-modder - ⭐ 9,098 Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game testing, showcase videos.

190. awesome-LLM-resources - ⭐ 9,047 🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world’s best LLM resources.

191. harness-sdk - ⭐ 8,976 Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

192. dashboard-icons - ⭐ 8,951 3,400+ curated icons and logos for dashboards and AI agents. SVG, PNG and WEBP on a free CDN, plus an MCP server for Claude Code, Codex, ChatGPT, Cursor, Hermes and OpenClaw.

193. lamda - ⭐ 8,678 Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

194. stitch-skills - ⭐ 8,622 A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.

195. mcp-agent - ⭐ 8,567 Build effective agents using Model Context Protocol and simple workflow patterns

196. kreuzberg - ⭐ 8,546 A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

197. kreuzberg - ⭐ 8,536 A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

198. rikkahub - ⭐ 8,499 RikkaHub is an Android APP that supports for multiple LLM providers.

199. git-mcp - ⭐ 8,495 Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

200. superpowers-zh - ⭐ 8,408 🦸 AI 编程超能力 · 中文增强版 — superpowers（250k+ ⭐）完整汉化 + 4 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Qoder 等 26 款 AI 编程工具真正会干活

201. CyberStrikeAI - ⭐ 8,115 The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next.

202. osaurus - ⭐ 8,082 Own your AI. The native macOS harness for AI agents – any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

203. gentle-ai - ⭐ 8,081 Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Organic-Driven Development, curated skills, MCP servers, personas, and optional bounded review. Open source, no agent lock-in.

204. webiny-js - ⭐ 8,049 Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.

205. Upsonic - ⭐ 7,965 Build autonomous AI agents in Python.

206. repowise - ⭐ 7,936 Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

207. Awesome-MCP-ZH - ⭐ 7,789 MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

208. firecrawl-mcp-server - ⭐ 7,704 Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.

209. waha - ⭐ 7,699 WAHA - WhatsApp HTTP API (REST API) that you can configure in a click! Multiple engines: WEBJS (browser based), NOWEB (websocket nodejs), GOWS (websocket go), WPP (browser)

210. engram - ⭐ 7,659 Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

211. open-seo-mcp-skills - ⭐ 7,654 Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze –transport http https://connector.get-ryze.ai/mcp

212. codex-with-chatgpt - ⭐ 7,574 ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

213. Yuxi - ⭐ 7,522 可私有部署的多租户知识智能体平台：统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Yuxi = Cloud Agents + Knowledge RAG, Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.

214. OpenBot - ⭐ 7,433 Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

215. registry - ⭐ 7,412 A community driven registry service for Model Context Protocol (MCP) servers.

216. PI-Desktop - ⭐ 7,397 Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins

217. browser-tools-mcp - ⭐ 7,337 Monitor browser logs directly from Cursor and other MCP compatible IDEs.

218. unstract - ⭐ 7,329 LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

219. oh-my-opencode - ⭐ 7,289 #1 OpenCode Plugin- Battery included. ASYNC SUBAGENTS (YES LIKE CLAUDE CODE) · Curated agents with proper models · Crafted tools like LSP/AST included · Curated MCPs · Claude Code Compatible Layer — Steroids for your OpenCode. The Best LLM Agent Experience is Here.

220. mcp - ⭐ 7,231 Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

221. AI-Infra-Guard - ⭐ 7,152 A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

222. opensquilla - ⭐ 7,088 OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

223. cursor-talk-to-figma-mcp - ⭐ 7,074 TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

224. open-multi-agent - ⭐ 7,025 Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.

225. tradingview-mcp - ⭐ 6,983 AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation

226. concat - ⭐ 6,903 Concat: The truly free, and open-source cross-platform CapCut replacement. Supports MCPs & API.

227. opensquilla - ⭐ 6,898 OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

228. whatsapp-mcp - ⭐ 6,750 WhatsApp MCP server

229. openpencil - ⭐ 6,740 The world’s first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.

230. awesome-mcp-clients - ⭐ 6,614 A collection of MCP clients.

231. MobileBuildMCP - ⭐ 6,512 A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

232. CodePilot - ⭐ 6,509 A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. Built with Electron + Next.js.

233. microsandbox - ⭐ 6,485 🧱 easy, fast, local microvms for untrusted workloads. use as dev container, ai agent sandbox, ci/cd, and more.

234. jscpd - ⭐ 6,455 Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.

235. qiaomu-anything-to-notebooklm - ⭐ 6,423 Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.

236. XcodeBuildMCP - ⭐ 6,413 A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

237. treg - ⭐ 6,409 OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

238. mission-control - ⭐ 6,408 Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and operate OpenClaw, Claude Code, Codex, and other runtimes.

239. gemini-notebook-mcp-cli - ⭐ 6,406 Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

240. CyberStrikeAI - ⭐ 6,405 The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next.

241. godot-mcp - ⭐ 6,396 MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

242. camel - ⭐ 6,382 Apache Camel is an open source integration framework with 350+ connectors. Write routes in Java, YAML, or XML. Run on Spring Boot, Quarkus, or standalone. Apache License 2.0.

243. Everywhere - ⭐ 6,340 On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

244. awesome-agent-skills - ⭐ 6,321 Tutorials, Guides and Agent Skills Directories

245. semble - ⭐ 6,312 Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

246. ouroboros - ⭐ 6,286 Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.

247. magic-mcp - ⭐ 6,280 It’s like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp

248. claude-code-ultimate-guide - ⭐ 6,273 The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

249. bb-browser - ⭐ 6,252 Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.

250. sandbox - ⭐ 6,243 All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.

251. google-ads-meta-ads-mcp - ⭐ 6,213 Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.

252. hister - ⭐ 6,165 Your own search engine

253. LobsterAI - ⭐ 6,153 Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built on OpenClaw; runs tools on your real desktop and takes commands from your phone via WeChat, Feishu, DingTalk & Telegram.

254. learn-ai-engineering - ⭐ 6,153 Learn AI and LLMs from scratch using free resources

255. refly - ⭐ 6,135 The first open-source agent skills builder. 🦞

256. open-connector - ⭐ 6,108 Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

257. open-multi-agent - ⭐ 6,083 From a goal to a task DAG, automatically. TypeScript-native multi-agent orchestration with MCP and live tracing. Three runtime dependencies.

258. mcp-atlassian - ⭐ 6,056 MCP server for Atlassian tools (Confluence, Jira)

259. OpenCursor - ⭐ 6,046 Open-source Cursor-like AI coding agent for VS Code - agentic chat, multi-provider LLMs (OpenAI, Ollama, llama.cpp), semantic search, and MCP support

260. lemonade - ⭐ 6,011 Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

261. sdk-python - ⭐ 5,996 A model-driven approach to building AI agents in just a few lines of code.

262. dograh - ⭐ 5,968 Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK across Speech to Speech or LLM/STT/TTS, with a visual workflow builder, MCP native and telephony support.

263. ghidra-mcp - ⭐ 5,951 Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

264. Everywhere - ⭐ 5,931 Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple LLMs and MCP tools.

265. claude-scholar - ⭐ 5,918 Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

266. awesome-hermes-agent - ⭐ 5,915 Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research’s open-source Hermes Agent.

267. klavis - ⭐ 5,828 Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

268. ruoyi-ai - ⭐ 5,787 Enterprise-grade AI agent framework with multi-provider LLM management, secure knowledge bases and high-precision RAG, visual workflow orchestration, and multi-agent coordination.

269. trailbase - ⭐ 5,735 An open, sub-millisecond, single-executable Firebase alternative with type-safe APIs, built-in WebAssembly runtime, realtime subscriptions, auth, MCP and admin UI built on Rust, SQLite (PG) & Wasmtime.

270. UltraRAG - ⭐ 5,734 A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

271. drawio-mcp - ⭐ 5,722

272. openagent - ⭐ 5,716 ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

273. agentgateway - ⭐ 5,693 Next Generation Agentic Proxy for AI Agents and MCP servers

274. mcp-playwright - ⭐ 5,675 Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

275. ai-agents-from-zero - ⭐ 5,638 🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化

276. shaders - ⭐ 5,621 WebGPU components for React, Vue, Svelte, Solid, JS & Framer

277. zotero-mcp - ⭐ 5,611 Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

278. notebooklm-mcp-cli - ⭐ 5,605 Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

279. excalidraw-mcp - ⭐ 5,584 Fast and streamable Excalidraw MCP App

280. wigolo - ⭐ 5,509 The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

281. user-scanner - ⭐ 5,494 🕵️‍♂️ (2-in-1) Email & Username OSINT suite featuring native MCP support for deep data extraction just from a single Email/Username. Analyzes 2720+ actively maintained scan vectors (210+ email / 2510+ username) for security research, investigations, and digital footprinting.

282. FinanceToolkit - ⭐ 5,472 Transparent and Efficient Financial Analysis

283. Agentic-Bug-Hunter - ⭐ 5,464 AI-powered bug bounty hunting toolkit that works with or without subscription.

284. Peekaboo - ⭐ 5,399 Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

285. open-science - ⭐ 5,395 The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.

286. 5ire - ⭐ 5,374 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

287. hooker - ⭐ 5,331 🔥🔥 hooker is a Frida-based reverse engineering toolkit for Android. It offers a user-friendly CLI, universal scripts, auto hook generation, memory roaming to detect activities/services, one-click SOCKS5 proxy setup, Frida JustTrustMe, and BoringSSL unpinning for all apps.

288. tabularis - ⭐ 5,314 Open-source desktop SQL workspace with 3 built-in database drivers and 26 shipped driver plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

289. ha-mcp - ⭐ 5,314 The Unofficial and Awesome Home Assistant MCP Server

290. devspace - ⭐ 5,300 Minimal Coding Agent Harness on MCP for ChatGPT, Claude, Hermes, Grok Bot, OpenClaw

291. unidbg - ⭐ 5,294 Allows you to emulate an Android native library, and an experimental iOS emulation

292. code-graph-rag - ⭐ 5,290 The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

293. go-sdk - ⭐ 5,285 The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

294. astron-rpa - ⭐ 5,279 Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.

295. fallow - ⭐ 5,262 Codebase intelligence for TypeScript and JavaScript. Health, complexity hotspots, duplication, architecture boundaries, circular dependencies, design-system drift, and unused code, from one graph. CLI, GitHub Action, LSP, MCP, and VS Code. Rust, MIT licensed.

296. mcp-ui - ⭐ 5,239 UI over MCP. Create next-gen UI experiences with the protocol and SDK!

297. Kiln - ⭐ 5,238 Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

298. exa-mcp-server - ⭐ 5,190 Exa MCP for web search and web crawling!

299. microsandbox - ⭐ 5,174 opensource secure local-first sandboxes for ai agents

300. agent-device - ⭐ 5,169 Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.

301. PPTAgent - ⭐ 5,168 An Agentic Framework for Reflective PowerPoint Generation

302. tradingview-mcp - ⭐ 5,159 MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.

303. macro - ⭐ 5,149 Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.

304. chat-on-steroids - ⭐ 5,095 Cross-platform local MCP capabilities for ChatGPT with Chrome integration, Goal, Compact & Resume, and durable multi-agent workflows.

305. mcporter - ⭐ 5,092 Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.

306. Olares - ⭐ 5,082 Olares is an open-source personal cloud OS you operate in plain language, built to run AI agents and LLMs on hardware you own.

307. whodb - ⭐ 5,043 Where data access meets operational intelligence

308. ag2 - ⭐ 5,025 AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

309. gaianet-node - ⭐ 5,017 Install, run and deploy your own decentralized AI agent service

310. mockserver-monorepo - ⭐ 4,999 MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP and more on a single port, with additional support for HTTP/3, message brokers, and AI/LLM APIs.

311. awesome-harness-engineering - ⭐ 4,983 Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

312. go-whatsapp-web-multidevice - ⭐ 4,968 GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golang for efficient memory use.

313. coral - ⭐ 4,937 The execution layer for AI agents. Act across more of your systems with precise controls: safer, faster and more efficient than MCP tools and gateways.

314. aci - ⭐ 4,924 ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

315. DeskcommCRM - ⭐ 4,890 Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.

316. agenta - ⭐ 4,852 Agenta is a workspace where you and your team build agents and automations.

317. Graft - ⭐ 4,799 Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

318. OB1 - ⭐ 4,745 Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.

319. agent-memory - ⭐ 4,741 Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.

320. mcp-context-forge - ⭐ 4,707 An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

321. deep-research - ⭐ 4,687 Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

322. notion-mcp-server - ⭐ 4,684 Official Notion MCP Server

323. claude-code-guide - ⭐ 4,680 Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!

324. mcp - ⭐ 4,665 Google 💚 MCP

325. csharp-sdk - ⭐ 4,604 The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

326. JobSpy - ⭐ 4,577 Jobs scraper library for LinkedIn, Indeed, Glassdoor, ZipRecruiter, Bayt, Naukri, BDJobs & HelloWork

327. ciso-assistant-community - ⭐ 4,550 CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, BIA, Privacy, and Reporting. It supports 200+ global frameworks with automatic control mapping, including ISO 27001, NIST CSF, SOC 2, CIS, PCI DSS, NIS2, DORA, GDPR, HIPAA, CMMC, and more.

328. Unity-MCP - ⭐ 4,541 AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

329. Observal - ⭐ 4,535 Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your peers.

330. m_flow - ⭐ 4,508 A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

331. mcp-obsidian - ⭐ 4,506 MCP server that interacts with Obsidian via the Obsidian rest API community plugin

332. casibase - ⭐ 4,503 ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

333. flint-chart - ⭐ 4,494 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.

334. AiSOC - ⭐ 4,467 Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.

335. dagu - ⭐ 4,466 Self-hostable workflow orchestrator for teams whose main work isn’t orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

336. mcp-server-cloudflare - ⭐ 4,426 Product specific Cloudflare MCP servers

337. m_flow - ⭐ 4,420 A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

338. mcpo - ⭐ 4,414 A simple, secure MCP-to-OpenAPI proxy server

339. archestra - ⭐ 4,414 Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

340. mcp-server-chart - ⭐ 4,406 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

341. claude-seo - ⭐ 4,396 Universal SEO skill for Claude Code. 19 sub-skills, 12 subagents, 3 extensions (DataForSEO, Firecrawl, Banana). Technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, Google APIs, and PDF/Excel reporting.

342. design-extract - ⭐ 4,394 Extract any website’s complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

343. learn-agentic-ai - ⭐ 4,390 Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

344. awesome-mcp-servers - ⭐ 4,390 A curated list of Model Context Protocol (MCP) servers

345. ragent - ⭐ 4,377 企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

346. basic-memory - ⭐ 4,377 AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

347. CodeGraphContext - ⭐ 4,360 An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

348. Generative-Media-Skills - ⭐ 4,337 Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.

349. Codex-X - ⭐ 4,323 OpenAI Codex 桌面端/CLI 的可视化管理工具，具有Provider/API 切换、会话同步、提示词注入、Skills/MCP 管理、TOML 配置可视化的跨平台工具。

350. httprunner - ⭐ 4,304 HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。

351. spec-workflow-mcp - ⭐ 4,303 A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project’s progress directly in your development environment.

352. mcporter - ⭐ 4,284 Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.

353. executor - ⭐ 4,284 The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.

354. excel-mcp-server - ⭐ 4,268 Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

355. zvec-grep - ⭐ 4,194 Local-first search across your workspace, built for humans and AI agents.

356. hyperresearch - ⭐ 4,166 Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyperresearch.ai

357. XcodeBuildMCP - ⭐ 4,145 A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

358. telegram-search - ⭐ 4,132 🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

359. octelium - ⭐ 4,131 A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA platform, API/AI/MCP gateway, a PaaS, an ngrok-alternative and a homelab infrastructure.

360. kagent - ⭐ 4,111 Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

361. Financial-API - ⭐ 4,080 同花顺官方 A股金融数据服务，提供股票实时行情、历史行情、财务报表、指数、板块、涨停等数据，适用于 AI Agent、量化研究和应用开发，支持 API、MCP、CLI 和 Python。Official Tonghuashun (HiThink) A-share financial data service providing real-time and historical stock market data, financial statements, indices, sectors and limit-up data for AI agents, quantitative research and application development.

362. notfair-plugin - ⭐ 4,072 Open-source SEO, GEO, and marketing skills for AI agents.

363. rust-sdk - ⭐ 4,062 The official Rust SDK for the Model Context Protocol

364. Hands-On-AI-Engineering - ⭐ 4,055 A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

365. Rapid-MLX - ⭐ 4,046 Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple’s MLX (mlx-lm) on the same weights.

366. wslmanager - ⭐ 4,037 GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

367. playwriter - ⭐ 4,037 Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP

368. linkedin-mcp-server - ⭐ 4,030 Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

369. awesome-openclaw-agents - ⭐ 4,029 162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!

370. wsl2-distro-manager - ⭐ 4,004 GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

371. fast-agent - ⭐ 3,951 Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

372. Continuous-Claude-v3 - ⭐ 3,944 Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

373. directories - ⭐ 3,930 Find rules and MCP servers

374. radar - ⭐ 3,930 The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what’s broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.

375. community-plugins - ⭐ 3,928 Find rules and MCP servers

376. lean-ctx - ⭐ 3,903 LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply supported controls, connect local knowledge and inspect recorded evidence. Open-source Engine: CLI, MCP, hooks and supported proxy paths.

377. directories - ⭐ 3,896 The Cursor & Windsurf community, find rules and MCPs

378. antigravity-sdk-python - ⭐ 3,870 A Python library for building AI agents that leverage the full power of Google Antigravity.

379. dembrandt - ⭐ 3,869 Extract any website’s design system into tokens in seconds: logo, colors, typography, borders & more. One command.

380. pipeshub-ai - ⭐ 3,857 The open-source context layer for AI agents. PipesHub turns your company’s knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

381. SimpleMem - ⭐ 3,853 [ICML’26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

382. atmosphere - ⭐ 3,824 Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.

383. VulnClaw - ⭐ 3,817 基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

384. davinci-resolve-mcp - ⭐ 3,811 MCP server integration for DaVinci Resolve Studio

385. mcp - ⭐ 3,803 Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

386. anything-analyzer - ⭐ 3,801 全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & MCP server for agent integration

387. mcp-feedback-enhanced - ⭐ 3,757 Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.

388. java-sdk - ⭐ 3,747 The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

389. dbhub - ⭐ 3,740 Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.

390. jarvis-registry - ⭐ 3,704 Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

391. buildwithclaude - ⭐ 3,687 A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

392. goclaw - ⭐ 3,677 GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.

393. boost - ⭐ 3,667 Laravel-focused MCP server for augmenting your AI powered local development experience.

394. core - ⭐ 3,661 A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

395. cipher - ⭐ 3,637 Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, AWS’s Kiro, VS Code, Roo Code, Trae, Amp Code and Warp through MCP. Built by https://byterover.dev/

396. obsidian-wiki - ⭐ 3,629 Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents

397. mcp-grafana - ⭐ 3,618 MCP server for Grafana

398. onecli - ⭐ 3,602 Open-source sandboxed agent harness for teams. Giving every employee a secured personal agent.

399. MCP-Chinese-Getting-Started-Guide - ⭐ 3,577 Model Context Protocol(MCP) 编程极速入门

400. FireRed-OpenStoryline - ⭐ 3,576 FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.

401. google-analytics-mcp - ⭐ 3,574

402. ai-engineering-interview-questions - ⭐ 3,573 Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

403. osaurus - ⭐ 3,548 AI edge infrastructure for macOS. Run local or cloud models, share tools across apps via MCP, and power AI workflows with a native, always-on runtime.

404. EverMemOS - ⭐ 3,546 A memory OS that makes your OpenClaw agents more personal while saving tokens.

405. py-xiaozhi - ⭐ 3,533 Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

406. swarmpit - ⭐ 3,501 Lightweight AI-friendly Docker Swarm management

407. Claude-Code-Everything-You-Need-to-Know - ⭐ 3,495 Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent community guide.

408. atomic-agent - ⭐ 3,460 Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via llama.cpp.

409. AionUi - ⭐ 3,452 Free, local, open-source GUI app for Gemini CLI, Claude Code, Codex, Qwen Code, Goose Cli, Auggie, and more — Enhanced Chat UI, WebUI, Multi-Agent & Multi-LLM, MCP Integration | 🌟 Star if you like it!

410. iPolloWork - ⭐ 3,441 A source-available, local-first alternative to Codex and Claude Code: an AI workspace for code, files, docs, websites, presentations, design, and video—with editable results and user-controlled tools.

411. PeopleInSpace - ⭐ 3,441 Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.

412. fli - ⭐ 3,440 Google Flights MCP, CLI and Python Library

413. llm-for-zotero - ⭐ 3,434 An open-source research agent system for your Zotero library.

414. postgres-mcp - ⭐ 3,433 Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.

415. google_workspace_mcp - ⭐ 3,425 Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

416. metorial - ⭐ 3,370 Connect any AI model to 1200+ integrations (MCP, CLI, API)

417. SocratiCode - ⭐ 3,356 Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

418. sentrux - ⭐ 3,326 Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.

419. agent-toolkit-for-aws - ⭐ 3,320 Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

420. FlyEnv - ⭐ 3,317 Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.

421. neo - ⭐ 3,292 Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

422. cortex - ⭐ 3,292 Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.

423. stealth-browser-mcp - ⭐ 3,289 Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.

424. OGAM - ⭐ 3,289 The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper speech-to-text, Stable Diffusion, tool calling, and local-network servers. Runs on your CPU, GPU, or NPU. No account, no API key, zero data leaves your device.

425. leanrea - ⭐ 3,284 One 8 KB skill that replaces REA (Reverse Engineer Anything): plain CLI tools, no MCP. Benchmarked: 38% faster, 35% cheaper.

426. fastmcp - ⭐ 3,277 A TypeScript framework for building MCP servers.

427. harbor - ⭐ 3,256 Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.

428. ableton-mcp - ⭐ 3,256 Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP

429. godot-ai - ⭐ 3,250 Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.

430. ShipSwift - ⭐ 3,246 AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

431. Peekaboo - ⭐ 3,244 Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

432. arxiv-mcp-server - ⭐ 3,237 A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

433. redamon - ⭐ 3,226 Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.

434. graphjin - ⭐ 3,224 One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code

435. textbee - ⭐ 3,215 Open-source SMS gateway. Turn your Android phone into an SMS API: send and receive SMS from your apps over REST and webhooks. Self-hostable, with a free hosted plan.

436. Vibe-Research - ⭐ 3,188 Vibe-Research：A 股、美股、港股的投研工作台 · 自选与持仓、每日复盘、产业资讯、产业研究、个股深挖、回测、研报库，168 个数据端点。支持 Claude Code、Codex、WorkBuddy 订阅或任意模型 API。 | A research workbench for China A-shares, US and HK stocks.

437. agent-scan - ⭐ 3,176 Security scanner for AI agents, MCP servers and agent skills.

438. TuriX-CUA - ⭐ 3,174 This is the official website for TuriX Computer-use-Agent

439. skills - ⭐ 3,149 Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

440. qq-bridge - ⭐ 3,131 Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.

441. ffmpeg-skill - ⭐ 3,125 Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys.

442. freecad-mcp - ⭐ 3,091 FreeCAD MCP(Model Context Protocol) server

443. obsidian-local-rest-api - ⭐ 3,079 A secure REST API and Model Context Protocol (MCP) server for your vault.

444. shadcn-ui-mcp-server - ⭐ 3,073 A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

445. earshot - ⭐ 3,066 Ears for coding agents: let AI hear, review and make sound. CPU-only, open source.

446. vitemcp - ⭐ 3,056 A TypeScript framework for building MCP servers.

447. n8n-nodes-mcp - ⭐ 3,038 n8n custom node for MCP

448. ddgs - ⭐ 3,034 A metasearch library that aggregates results from diverse web search services

449. butterbase - ⭐ 3,031 Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.

450. Silex - ⭐ 3,020 Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, together.

451. ext-apps - ⭐ 3,014 Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

452. js-reverse-mcp - ⭐ 3,007 AI Agent-first JS 逆向 MCP Server：有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测，可选 CloakBrowser。

453. markdownify-mcp - ⭐ 2,996 A Model Context Protocol server for converting almost anything to Markdown

454. KiCAD-MCP-Server - ⭐ 2,993 KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

455. mcp - ⭐ 2,981 Connect Supabase to your AI assistants

456. edgeever - ⭐ 2,966 AI-native knowledge base & Evernote/Obsidian alternative with instant sync & native MCP. Free on Cloudflare or self-hosted via Docker.

457. cocoindex-code - ⭐ 2,953 A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

458. jadx-ai-mcp - ⭐ 2,949 Plugin for JADX to integrate MCP server

459. paper-search-mcp - ⭐ 2,938 MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

460. supergateway - ⭐ 2,931 Run MCP stdio servers over HTTP streamable, SSE and SSE over stdio. AI gateway.

461. moltis - ⭐ 2,925 A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on your hardware.

462. vexa - ⭐ 2,922 Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

463. thesvg - ⭐ 2,911 The open SVG brand library: 7,600+ brand logos and cloud icons (AWS, Azure, GCP) as official SVG. Search, copy, ship via npm, CDN, CLI, React, Vue, Svelte, Figma, VS Code, Raycast and MCP. Free, MIT, no gatekeeping.

464. omnara - ⭐ 2,896 The open-source managed agent platform. A self-hostable alternative to Claude Managed Agents and OpenAI’s Agents API.

465. ableton-mcp - ⭐ 2,891 🎵 Control Ableton Live with Claude AI — create tracks, arrange clips & compose music via MCP

466. tons-of-skills-marketplace - ⭐ 2,881 Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

467. slackdump - ⭐ 2,840 Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

468. kordoc - ⭐ 2,818 모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff

469. jcodemunch-mcp - ⭐ 2,814 Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client.

470. korean-law-mcp - ⭐ 2,810 법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

471. mcp-proxy - ⭐ 2,807 A bridge between Streamable HTTP and stdio MCP transports

472. solidcraft - ⭐ 2,795 SolidCraft: an open-source parametric 3D CAD application built in pure Rust. Desktop, web, and automation through MCP.

473. awesome-claude-code-toolkit - ⭐ 2,775 The most comprehensive toolkit for Claude Code – 135 agents, 35 curated skills, 42 commands, 176+ plugins, 20 hooks, 15 rules, 7 templates, 14 MCP configs, 26 companion apps, 52 ecosystem entries, and more.

474. carbon - ⭐ 2,769 Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema, with a REST API and MCP server. Self-host or use Carbon Cloud.

475. super-agent-party - ⭐ 2,760 ⭐ All-in-one AI companion! Super Agent Party = Self hosted neuro sama + openclaw! ⭐ 全能AI伴侣！超级智能体派对 = 自托管neuro sama + openclaw!

476. yu-ai-agent - ⭐ 2,754 编程导航 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发（Manas Java 实现）、Cursor AI 工具等核心知识。用一套教程将程序员必知必会的 AI 技术一网打尽，帮你成为 AI 时代企业的香饽饽，给你的简历和求职大幅增加竞争力。

477. erupt - ⭐ 2,753 🚀 Real low-code × AI: One class = one admin page · zero frontend · 2–5s startup · 50+ LLM · MCP· A2A · Skills · Memory

478. nanoMuse - ⭐ 2,750 nanoMuse: an open-source personal agent for every device you own. One agent with a name and a look of its own that does things, keeps working while the app is closed, remembers you, and asks before anything you cannot undo. On Android, iPhone and iPad, Windows / macOS / Linux and in the browser; your phone’s screen and your computer as its hands.

479. open-computer-use - ⭐ 2,742 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

480. OpenChatCut - ⭐ 2,735 Open-source, local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion rendering.

481. metamcp - ⭐ 2,732 MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

482. supabase-mcp - ⭐ 2,710 Connect Supabase to your AI assistants

483. brightdata-mcp - ⭐ 2,693 A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

484. pinvou-agent - ⭐ 2,687 Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.

485. papersgpt-for-zotero - ⭐ 2,686 Professional AI research tool for Zotero: chat with PDFs, whole-library search, Literature Radar, AutoPilot. 30+ LLMs or local models; built-in MCP server.

486. claude-code-plugins-plus-skills - ⭐ 2,674 471 plugins, 3,069 skills, 347 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

487. BeeCount - ⭐ 2,674 Local-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV/S3 同步 · AI 记账 · MCP

488. crosspaste-desktop - ⭐ 2,668 Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.

489. generative-ai - ⭐ 2,657 Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

490. VulnClaw - ⭐ 2,642 基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

491. dots - ⭐ 2,636 Open-source dots for the web: an AI agent with its own browser, one that does not get blocked.

492. x64dbg-mcp-server - ⭐ 2,622 x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger’s full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros

493. toprank - ⭐ 2,621 Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

494. MCP-SuperAssistant - ⭐ 2,620 Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more…

495. figma-console-mcp - ⭐ 2,615 Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.

496. nunu - ⭐ 2,611 A CLI tool for building Go applications.

497. TorchLeet - ⭐ 2,593 LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

498. modelcontextprotocol - ⭐ 2,592 The official MCP server implementation for the Perplexity API Platform

499. mcphub - ⭐ 2,592 Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.

500. mcp_excalidraw - ⭐ 2,575 MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.

501. kreuzberg - ⭐ 2,561 A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 50+ formats. Available for Rust, Python, Ruby, Go, and TypeScript/Node.js—or use via CLI, REST API, or MCP server.

502. zennotes - ⭐ 2,560 Keyboard-first local Markdown notes with Vim motions, diagrams, and MCP integration.

503. docmd - ⭐ 2,536 Documentation compiler for humans and machines. One Markdown source to website, search, AI context, and knowledge formats together.

504. nitrostack - ⭐ 2,527 The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

505. lanhu-mcp - ⭐ 2,526 ⚡ 需求分析效率提升 200%！全球首个为 AI 编程时代设计的团队协作 MCP 服务器，自动分析需求自动编写前后端代码，下载切图

506. claude-context-mode - ⭐ 2,522 MCP is the protocol for tool access. We’re the virtualization layer for context.

507. larecipe - ⭐ 2,519 ✏️ LaRecipe lives inside your Laravel app. Your coding agents write the docs and update them with every change. People get a fast, beautiful site; agents get Markdown, llms.txt and MCP.

508. shippie - ⭐ 2,512 extendable code review and QA agent 🚢

509. ripwire - ⭐ 2,491 The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.

510. executor - ⭐ 2,478 The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.

511. agent-skills - ⭐ 2,470 Collection of Apify agent skills

512. tavily-mcp - ⭐ 2,462 Production ready MCP server with real-time search, extract, map & crawl.

513. open-codex-computer-use - ⭐ 2,459 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

514. webcodex - ⭐ 2,442 Give cloud AI agents a real development environment on your own machines.

515. mcp2cli - ⭐ 2,424 Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen

516. opennews-mcp - ⭐ 2,424 News Aggregation · AI Ratings · Trading Signals · Real-time Updates

517. paperbanana - ⭐ 2,424 Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

518. agency-orchestrator - ⭐ 2,413 🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 15 LLM providers (11 key-free). 一句话组建你的「一人公司」AI 专家团队，几分钟交付完整方案；验收自动核验，网页 / 桌面 / Docker 全渠道。

519. 12306-mcp - ⭐ 2,410 This is a 12306 ticket search server based on the Model Context Protocol (MCP).

520. AssetOpsBench - ⭐ 2,405 AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,…), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

521. agents-best-practices - ⭐ 2,401 Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

522. webclaw - ⭐ 2,400 Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

523. agent-device - ⭐ 2,390 CLI to control iOS and Android devices for AI agents

524. comfyui_LLM_party - ⭐ 2,385 LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG

525. wanwu - ⭐ 2,380 China Unicom’s Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and also supports model management. The platform features a developer-friendly license, and we welcome all developers to build upon the platform.

526. DataDesigner - ⭐ 2,378 🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

527. portaljs - ⭐ 2,370 🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless).

528. agent-teams-ai - ⭐ 2,360 You’re the boss, agents are your team. They handle tasks on their own, message each other, and review each other’s work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub/Kiro/Z.AI/Xiaomi/MiniMax/Kimi(300+ models, 200+ LLM providers, free models no auth) Build your AI company with multiple teams

529. google-meta-ads-ga4-mcp - ⭐ 2,350 Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: 250+ tools, OAuth login, no API keys, approval-gated writes, free. By Ryze AI.

530. mcp-server - ⭐ 2,314 An MCP server for interacting with the Financial Datasets stock market API.

531. toolhive - ⭐ 2,312 ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

532. gemini-mcp-tool - ⭐ 2,292 MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini’s massive token window for large file analysis and codebase understanding

533. inspector - ⭐ 2,287 Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

534. mcp-crawl4ai-rag - ⭐ 2,269 Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

535. arc-kit - ⭐ 2,265 The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants

536. PanWatch - ⭐ 2,265 PanWatch — AI stock monitoring for A-shares, HK & US markets, powered by TradingAgents. Portfolio insights, real-time alerts & automated reports.｜盯盘侠：覆盖 A股/港股/美股的 AI 盯盘、持仓分析、实时提醒与自动报告。

537. axi - ⭐ 2,258 Design principles for agent ergonomics. Higher accuracy with lower token cost than both MCP and regular CLI.

538. Aix-DB - ⭐ 2,255 Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。

539. Unla - ⭐ 2,246 🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.

540. LiveAgent - ⭐ 2,245 A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!

541. esp32_nat_router - ⭐ 2,240 An AI-enabled NAT Router/Firewall for the ESP32

542. open-cowork - ⭐ 2,233 Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration.

543. chatmcp - ⭐ 2,227 ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).

544. mcp_agent_mail - ⭐ 2,226 Deprecated: superseded by mcp_agent_mail_rust, the maintained Rust rewrite. Original Python FastMCP coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite.

545. aso-skills - ⭐ 2,225 AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams who want Cursor, Claude Code, or any Agent Skills-compatible AI assistant to help with keyword research, metadata optimization, competitor analysis, and app growth.

546. beelzebub - ⭐ 2,221 A secure low code deception runtime framework, leveraging AI for System Virtualization.

547. llm-wiki-compiler - ⭐ 2,220 The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy’s LLM Wiki pattern.

548. skales - ⭐ 2,219 Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of agents and humans across paired desktops. Agent2Agent, MCP, computer use, voice, local LLMs (Ollama), Agent Skills (SKILL.md). 26 AI providers, BYOK. No Docker, no terminal.

549. solana-mcp-vybe - ⭐ 2,209 Public Solana MCP registry metadata for Vybe Solana API

550. claude-peers-mcp - ⭐ 2,207 Allow all your Claude Codes to message each other ad-hoc!

551. LetsFG - ⭐ 2,202 Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Every airline in the world, major booking sites and OTAs, with per-flight reliability history.

552. ios-simulator-mcp - ⭐ 2,199 MCP server for interacting with the iOS simulator

553. kubernetes-mcp-server - ⭐ 2,195 Model Context Protocol (MCP) server for Kubernetes and OpenShift

554. gini-agent - ⭐ 2,195 The agent that remembers and learns.

555. mcp-server-mysql - ⭐ 2,186 A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

556. skybridge - ⭐ 2,178 Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.

557. LangAlpha - ⭐ 2,166 Claude Code for Financial Market

558. meridian - ⭐ 2,163 Use Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, usage dashboard and Mac app. Antigravity preview available in 1.74.0.

559. boss-agent-cli - ⭐ 2,157 🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.

560. Orkas - ⭐ 2,156 Orkas is an open-source, local-first AI desktop app: a commander LLM directs specialist sub-agents, and runs your installed coding CLIs — Claude Code, Codex, OpenCode, OpenClaw, Hermes — as local sessions. Agents self-evolve via reflection and skill crystallization. BYO keys. macOS / Windows / Linux.

561. mcpb - ⭐ 2,154 Desktop Extensions: One-click local MCP server installation in desktop apps

562. mcp-shrimp-task-manager - ⭐ 2,148 Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

563. mitan - ⭐ 2,144 密探渗透测试工具包含资产信息收集，子域名爆破，搜索语法，资产测绘（聚合测绘，FO FA，Hunter，Quake,Zoomeye,DayDayMap,censys,shodan, 零零信安），指纹识别，敏感信息采集，文件扫描、端口扫描、弱口令破解、jwt密钥爆破、Sessionkey,heapdump, 微信小程序，密码本，随机用户，社工字典,AI渗透（MCP、代码审计）等功能

564. jarvis - ⭐ 2,143 Private local AI assistant for your desktop. Voice and text chat, personal memory, dictation and MCP tools. Runs offline with Ollama or OpenAI-compatible servers on macOS, Windows and Linux.

565. fusio - ⭐ 2,127 Self-Hosted API Management for Builders

566. Observal - ⭐ 2,124 Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.

567. mcp-server-guide - ⭐ 2,124 A guide on how to use the Figma MCP server

568. mcpso - ⭐ 2,115 directory for Awesome MCP Servers

569. agentset - ⭐ 2,115 The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

570. open-agent-email - ⭐ 2,112 Open-source email infrastructure for AI agents: secure inboxes, REST and MCP APIs, SMTP, human approval workflows, signed webhooks, and Python and TypeScript SDKs. Self-host with Docker and PostgreSQL.

571. DevDocs - ⭐ 2,108 Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

572. unreal-mcp - ⭐ 2,107 Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

573. headcount - ⭐ 2,102 An agent organization structured as a company — 15+ departments, 125+ skills, each independently installable, citing the standards and regulators that settle the question. Runs in Claude Code and ChatGPT.

574. codexpro - ⭐ 2,099 Use ChatGPT Developer Mode as a local coding agent for your repo through MCP.

575. claude-code-subagents-collection - ⭐ 2,098 Claude Code Subagents & Commands Collection + CLI Tool

576. pilot-shell - ⭐ 2,096 Professional context and harness engineering for Claude Code and OpenAI Codex. Build production-grade software with spec-driven development, TDD, persistent memory, quality gates, code intelligence, human oversight, and end-to-end verification.

577. ARTEX - ⭐ 2,095 ARTEX · AI autonomous penetration testing system (multi-agent LLM, Go + Next.js) · AI 自主渗透测试系统 · 百度 agent+ 攻防挑战赛冠军

578. loonflow - ⭐ 2,094 A Intelligent and Visual Process Automation System, ticket, workflow, MCP

579. awesome-remote-mcp-servers - ⭐ 2,093 A collection of remote MCP servers.

580. RPA - ⭐ 2,091 Browser and desktop automation with an MCP server for AI assistants. Record macros or write JavaScript to automate websites, extract data, and control desktop apps with OCR and image recognition.

581. Qu1cksc0pe - ⭐ 2,090 All-in-One malware analysis tool.

582. GoNavi - ⭐ 2,088 High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。

583. ADR - ⭐ 2,083 ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.

584. gitlab-mcp - ⭐ 2,073 MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API

585. azure-devops-mcp - ⭐ 2,072 The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

586. jshookmcp - ⭐ 2,071 A search-first, profile-aware reverse-engineering workspace for AI agents — 735 tools across 36 domains in one MCP server.

587. anysearch-mcp-server - ⭐ 2,053 Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.

588. open-science - ⭐ 2,053 Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

589. mcp-memory-service - ⭐ 2,052 Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

590. mcp-gsc - ⭐ 2,045 Google Search Console Insights with Claude AI for SEOs

591. witsy - ⭐ 2,039 Witsy: desktop AI assistant / universal MCP client

592. reverse-api-engineer - ⭐ 2,027 Reverse engineer any website into a typed API client. Works with Claude Code, Codex, Cursor and OpenCode.

593. py-gpt - ⭐ 2,007 Desktop AI Assistant powered by GPT, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plugins, RAG, vision, voice, image and video generation, speech synthesis and speech recognition, web search, memory, presets, canvas, assistants, themes, computer use. Windows, Linux, and Mac.

594. everything-claude-code-zh - ⭐ 2,006 everything-claude-code 中文翻译项目：完整的 Claude Code 配置集合（agents, skills, hooks, commands, rules, MCPs）。源自 Anthropic 黑客松获胜者的实战配置，助力中文工程师高效理解与使用 Claude Code。

595. core - ⭐ 2,004 Your Personal AI OS

596. mcp-unity - ⭐ 2,000 Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

597. paca - ⭐ 1,993 AI-native, free, open-source alternative to Jira, Trello, ClickUp & Monday. Built for Scrum teams where humans and AI agents collaborate as equals — on the same board, the same sprints, the same goals. Self-hosted. Fully customizable via config and plugins.

598. stock-sdk - ⭐ 1,991 为前端设计的无需 Python、无需后端服务、零依赖的获取股票数据 JavaScript SDK。

599. nimbalyst - ⭐ 1,990 Nimbalyst - The open-source visual workspace for Claude Code, Codex, and OpenCode. Run multiple coding agents in parallel, edit their work visually in markdown, mockups, and diagrams, and track tasks. Free, MIT-licensed desktop app for macOS, Windows, Linux, with mobile companion for iOS and Android.

600. contextplus - ⭐ 1,986 Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.

601. stock-api - ⭐ 1,986 查询 A 股、美股、港股与场内基金行情，并通过 Node.js、浏览器、CLI 或 MCP 快速接入。

602. beikeshop - ⭐ 1,982 Free and Open-Source, Easy-to-Use Laravel eCommerce Platform,It supports multiple languages and currencies, Integrates AI agents and MCP.The platform features customizable visual design and a rich plugins on marketplace.

603. document - ⭐ 1,980 Edit DOCX/XLSX/PPTX in your browser — client-side, no server, works offline (OnlyOffice + WebAssembly)

604. ai - ⭐ 1,977 One-stop shop for building AI-powered products and businesses with Stripe.

605. awesome-claude-plugins - ⭐ 1,966 A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.

606. mcp - ⭐ 1,956 Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

607. call.md - ⭐ 1,948 Turn meetings into live agent loops. Record, transcribe, and analyze meetings with real-time AI intelligence — before, during, and after calls.

608. mccarbon - ⭐ 1,938 麦麦碳账本 · 基于麦当劳 MCP 的个人餐饮碳足迹估算与减排模拟器 | Personal dining carbon footprint estimator powered by McDonald’s MCP

609. tldx - ⭐ 1,936 Bulk domain availability checking via RDAP, DNS, and WHOIS, with prefix/suffix permutations, regex patterns, MCP, and multiple output formats

610. yovoice - ⭐ 1,934 Open-source local AI audio & music studio for macOS & Windows. TTS, voice cloning, songs with lyrics, and multi-track scores — 100% offline, zero API fees.

611. opendia - ⭐ 1,932 Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.

612. yomo - ⭐ 1,929 🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.

613. witsy - ⭐ 1,928 Witsy: desktop AI assistant / universal MCP client

614. grepai - ⭐ 1,927 Semantic Search & Call Graphs for AI Agents (100% Local)

615. gortex - ⭐ 1,923 High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d

616. CyberStrike - ⭐ 1,915 Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-signed attack skills, 56+ built-in tools, 176+ MCP tools. MITRE ATT&CK, OWASP WSTG, CIS Benchmarks. Post-exploit: Linux/Windows/macOS/AWS/Azure/K8s/CI-CD. Web UI + Cloudflare Tunnel. Your AI red team.

617. telegram-mcp - ⭐ 1,912 Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

618. hotpath - ⭐ 1,906 Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support.

619. beelzebub - ⭐ 1,904 A secure low code honeypot framework, leveraging AI for System Virtualization.

620. hotpath-rs - ⭐ 1,895 Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support.

621. iMCP - ⭐ 1,894 A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more

622. mcp-cli - ⭐ 1,891

623. mcp-adapter - ⭐ 1,886 An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

624. new-term-radar - ⭐ 1,886 Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.

625. doory - ⭐ 1,882 Open source canva alternative

626. trpc-agent-go - ⭐ 1,879 A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

627. open-webSearch - ⭐ 1,878 Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.

628. pg-aiguide - ⭐ 1,878 MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

629. slack-mcp-server - ⭐ 1,878 The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

630. aso-skills - ⭐ 1,873 AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams who want Cursor, Claude Code, or any Agent Skills-compatible AI assistant to help with keyword research, metadata optimization, competitor analysis, and app growth.

631. hope-agent - ⭐ 1,859 🦭 A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment | 会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手，也可服务化常驻 NAS / 云端

632. Atomic-Chat - ⭐ 1,857 Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer. Join our Discord: https://discord.com/invite/8wGSsvmg4V

633. switch - ⭐ 1,850 Open-source AI teammates in Slack, Teams, Discord, Telegram and Mattermost. Self-host it, with any agent harness and any model.

634. GrokSearch - ⭐ 1,848 Integrate Grok’s powerful real-time search capabilities into Claude via the MCP protocol!

635. opendia - ⭐ 1,845 Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.

636. OpenAdapt - ⭐ 1,843 For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn’t match.

637. awesome-hermes-agent - ⭐ 1,842 A curated list of skills, plugins, tools, integrations, and resources for Hermes Agent by Nous Research

638. AIaW - ⭐ 1,839 AI as Workspace - An elegant AI chat client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端

639. docs-mcp-server - ⭐ 1,835 Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

640. mcp-brasil - ⭐ 1,833 MCP Server para 70 APIs públicas brasileiras

641. open-ontologies - ⭐ 1,832 Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.

642. routa - ⭐ 1,830 Workspace-first multi-agent coordination platform for AI development, with shared Specs, Kanban orchestration, and MCP/ACP/ A2A support across web and desktop.

643. plik - ⭐ 1,830 Plik is a temporary file upload system (Wetransfer like) in Go.

644. kubb - ⭐ 1,829 🧡 Turn your API spec into type-safe code. Generate TypeScript types, API clients, hooks, validators and mocks from a spec such as OpenAPI.

645. MAI-UI - ⭐ 1,824 MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B

646. Dive - ⭐ 1,822 Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

647. OpenOSINT - ⭐ 1,820 Open-source engine for passive OSINT checks: 21 tools as CLI, MCP server and web UI. Hosted Monitor & Diligence at app.openosint.tech.

648. sanic-web - ⭐ 1,817 一个轻量级、支持全链路且易于二次开发的大模型应用项目(Large Model Data Assistant) 支持DeepSeek/Qwen3等大模型 基于 Dify 、LangChain/LangGraph、Ollama&Vllm、Sanic 和 Text2SQL 📊 等技术构建的一站式大模型应用开发项目，采用 Vue3、TypeScript 和 Vite 5 打造现代UI。它支持通过 ECharts 📈 实现基于大模型的数据图形化问答，具备处理 CSV 文件 📂 表格问答的能力。同时，能方便对接第三方开源 RAG 系统 检索系统 🌐等，以支持广泛的通用知识问答。

649. awesome-claude-plugins - ⭐ 1,816 A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.

650. iwe - ⭐ 1,801 Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents

651. MeiGen-AI-Design-MCP - ⭐ 1,792 Discover inspiration and create images and videos with the latest AI models. Works with ChatGPT, Claude, Cursor, and other MCP clients.

652. relaticle - ⭐ 1,792 Open-source CRM with native AI agent support. 37 MCP tools, REST API, self-hosted. Built with Laravel & Filament

653. omnigraph - ⭐ 1,790 Object-storage native graph database with branching and typed ontology

654. mcphub.nvim - ⭐ 1,789 An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

655. anyquery - ⭐ 1,787 One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.

656. pentest-ai - ⭐ 1,783 Open-source AI pentester that proves every finding. Machine oracles re-run each exploit; verified bugs ship a proof capsule you can replay yourself.

657. contextplus - ⭐ 1,780 Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.

658. mex - ⭐ 1,780 Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

659. AgentDock - ⭐ 1,770 Framework retired. Prompts and document generators moved to AgentDock/prompt-library, the book to AgentDock/ai-agents-book. See the pinned issue.

660. aoci-code - ⭐ 1,768 A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

661. zero - ⭐ 1,767 The coding agent that answers to you, your model, your machine, your rules.

662. blitz-mac - ⭐ 1,762 Native macOS App Store Connect tool with MCP. Submit iOS apps to App Store with AI agents

663. Risuai - ⭐ 1,754 Make your own story. User-friendly software for LLM roleplaying

664. oxideterm - ⭐ 1,742 AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero telemetry, and no app subscription.Written in Rust+GPUI

665. erd-editor - ⭐ 1,733 Design database schemas as ERDs in your browser, VS Code, JetBrains IDEs or Obsidian. Import SQL, DBML and GraphQL, export DDL and code, and let coding agents edit live over MCP.

666. matlab-mcp-server - ⭐ 1,730 Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

667. llmwiki - ⭐ 1,722 Open Source Implementation of Karpathy’s LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

668. cve-mcp-server - ⭐ 1,719 Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.

669. zenfeed - ⭐ 1,716 Make RSS 📰 great again with AI 🧠✨!! 数据打标请联系 glidea123 (数万并发随时狂飙)

670. ai-dev-tools-zoomcamp - ⭐ 1,716 A free, hands-on course on using AI developer tools to build, test, deploy, extend, and audit software without losing engineering discipline. The 2026 cohort starts August 31.

671. cheatengine-mcp-bridge - ⭐ 1,709 Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

672. mcpvault - ⭐ 1,704 A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

673. interactive-feedback-mcp - ⭐ 1,702 Interactive User Feedback MCP

674. zilla - ⭐ 1,688 🦎 A lightweight, streaming-native, multi-protocol gateway for AI, APIs, and real-time data. Route LLM requests across providers, govern MCP tools, and connect Kafka, MQTT, and HTTP through one high-performance engine with shared security and observability.

675. zero - ⭐ 1,685 The coding agent that answers to you, your model, your machine, your rules.

676. data-peek - ⭐ 1,684 A minimal, fast, database client desktop application. Built for developers who want to quickly peek at their data without the bloat.

677. ghost-os - ⭐ 1,681 Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.

678. claude-code-rust - ⭐ 1,664 🚀 Rust 全量重构的 Claude Code - 性能提升 2.5x，体积减少 97% | High-performance Rust implementation of Claude Code with 2.5x faster startup and 97% smaller binary

679. terravision - ⭐ 1,663 Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.

680. mcp-remote - ⭐ 1,652 Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.

681. php-sdk - ⭐ 1,650 The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

682. vllm-mlx - ⭐ 1,638 High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.

683. dory - ⭐ 1,634 Dory is the complete local development system for Apple Silicon: Docker, Compose, Kubernetes, virtual machines, and policy-bound agent sandboxes.

684. mcp-windbg - ⭐ 1,633 Model Context Protocol for WinDbg.

685. docker-mcp-tutorial - ⭐ 1,633 Complete tutorial materials for building MCP servers with Docker - from NetworkChuck’s video

686. pi-mcp-adapter - ⭐ 1,630 Token-efficient MCP adapter for Pi coding agent

687. mcptools - ⭐ 1,629 A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

688. n8n-mcp-server - ⭐ 1,629 MCP server that provides tools and resources for interacting with n8n API

689. rulego - ⭐ 1,629 ⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

690. ktx - ⭐ 1,623 ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

691. code-mode - ⭐ 1,619 🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

692. mcp-gateway - ⭐ 1,616 docker mcp CLI plugin / MCP Gateway

693. DEEIX-Chat - ⭐ 1,613 An enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations.

694. mcp-language-server - ⭐ 1,611 mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

695. mcp-server-kubernetes - ⭐ 1,609 MCP Server for kubernetes management commands

696. burrow - ⭐ 1,605 🐹 Cleanup, app management, maintenance, disk analysis, and live status in one free, open-source, native Mac app + extensive support for AI agents.

697. codemcp - ⭐ 1,603 Coding assistant MCP for Claude Desktop

698. datagouv-mcp - ⭐ 1,603 Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

699. azure-skills - ⭐ 1,601 Official agent plugin providing skills and MCP server configurations for Azure scenarios.

700. mcd-party-planner - ⭐ 1,600 麦当劳 MCP 聚会/团餐组织助手 — 基于 Model Context Protocol 的派对预订与团餐规划 CLI/Skill

701. MiniMax-MCP - ⭐ 1,593 Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

702. ouroboros - ⭐ 1,588 Ouroboros — self-creating AI agent. Born Feb 16, 2026.

703. Agentlas-OS - ⭐ 1,588 Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.

704. fim-one - ⭐ 1,586 Source-available agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.

705. Continuous-Claude-v2 - ⭐ 1,575 Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

706. minutes - ⭐ 1,573 Open-source, local-first Granola/Otter alternative that Claude Code, Codex, Cursor, and any MCP client can query. Meetings, calls, and voice memos transcribed on-device into markdown you own.

707. amical - ⭐ 1,572 🎙️ AI Dictation App - Open Source and Local-first ⚡ Type 3x faster, no keyboard needed. 🆓 Powered by open source models, works offline, fast and accurate.

708. tavily-key-generator - ⭐ 1,567 Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.

709. MCP-Reborn - ⭐ 1,566 MCP-Reborn is an MCP (Mod Coder Pack) for Minecraft for making modded clients and researching its code. (1.13-26.3)

710. rulesync - ⭐ 1,561 A Utility CLI for AI Coding Agents

711. mcp-remote - ⭐ 1,558

712. better-agents - ⭐ 1,558 Standards for building agents, better

713. mcp-server-qdrant - ⭐ 1,558 An official Qdrant Model Context Protocol (MCP) server implementation

714. burp-ai-agent - ⭐ 1,557 Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more

715. devops-ai-guidelines - ⭐ 1,556 First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines

716. terraform-mcp-server - ⭐ 1,554 The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

717. duckduckgo-mcp-server - ⭐ 1,553 A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

718. solidworks-automation-skill - ⭐ 1,552 Reliable AI Skill + MCP toolkit for agent-driven desktop CAD automation.

719. mcd-budget-meal - ⭐ 1,546 麦麦预算餐：基于麦当劳 MCP 的真实核价、预算比较与餐品替换 Skill

720. mcd-saver-strategist - ⭐ 1,545 麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds China MCP Server · Agent Skill for WorkBuddy · 麦当劳程序员创意开发大赛参赛作品

721. NagaAgent - ⭐ 1,544 A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.

722. brave-search-mcp-server - ⭐ 1,538

723. Tracely-ai - ⭐ 1,535 Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

724. data-api-builder - ⭐ 1,534 Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

725. mcp-installer - ⭐ 1,533 An MCP server that installs other MCP servers for you

726. akto - ⭐ 1,533 Akto is the fastest growing AI Security platform for your teams to secure AI agents, MCPs, LLMs, Agent skills, Gen AI apps in your organization.

727. duckle - ⭐ 1,532 Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

728. rocketmq-rust - ⭐ 1,530 🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.

729. mailcheap - ⭐ 1,525 Newsletters where you pay for the emails you send, not for dormant subscribers, at a fraction of the price of beehiiv and the like. Open source: self-host it, or use mailcheap.ai.

730. npcpy - ⭐ 1,521 The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

731. swift-sdk - ⭐ 1,518 The official Swift SDK for Model Context Protocol servers and clients. Maintained in collaboration with Apple

732. openserp - ⭐ 1,512 Self-hosted web search for AI agents and SEO. Google, Bing, Yandex, Baidu, DuckDuckGo & Ecosia, rendered in a real browser: ranked results and clean page Markdown. API, CLI, MCP 🎉

733. ros-mcp-server - ⭐ 1,507 Connect AI models like Claude & GPT with robots using MCP and ROS.

734. coop-anything - ⭐ 1,507 Co-op Anything: point your AI agent at any single-player game and play it with friends (online and/or splitscreen!). MCP server and playbook to let you reverse engineer, fix, test, ship and share what it learns.

735. arkon - ⭐ 1,504 Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

736. drawio-mcp-server - ⭐ 1,495 Draw.io Model Context Protocol (MCP) Server

737. claudian - ⭐ 1,493 An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault

738. lime - ⭐ 1,491 Full-stack AI agent for coding, files, terminals, tools, research, content, multimodal work, and multi-agent workflows.

739. pm-claude-skills - ⭐ 1,489 1,310 professional Agent Skills for Claude, Claude Duet, ChatGPT, Gemini, Cursor & Codex: PRDs, postmortems, leases, medical bills, payroll checks, morning briefs. 21 skills built for always-on agents like Claude Duet. Plain markdown, MIT, in Anthropic’s plugin directory. Free in-browser or npx pm-claude-skills add.

740. cyberboss - ⭐ 1,488 一个接入微信的本地生活 Agent Bridge，让 Codex / Claude Code 拥有时间感、行踪感、随机唤醒和自主唤醒能力，用主动陪伴替代所有番茄钟和效率工具，自动记录日记、维护生活时间轴、发送文件和表情包，并调用 MCP / 本地工具。

741. mcp-brasil - ⭐ 1,487 MCP Server para 41 APIs públicas brasileiras

742. phantom - ⭐ 1,486 An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.

743. cli-agent-orchestrator - ⭐ 1,482 Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

744. kotlin-sdk - ⭐ 1,481 The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

745. agents - ⭐ 1,477 Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

746. agor - ⭐ 1,471 Multiplayer AI: Bring your team and agents together

747. nixopus - ⭐ 1,470 Run production apps without thinking about infrastructure. On your server or ours. Fully agentic.

748. cocos-mcp-server - ⭐ 1,469 一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.

749. jobsync - ⭐ 1,469 Job application tracker and AI-powered job search assistant. Helps job seekers manage their search journey with AI resume review, job matching, task logging, and application analytics, all while keeping your data private.

750. drawio-scientific-illustrator - ⭐ 1,463 Live MCP control of the visible draw.io canvas for step-by-step scientific illustration in Codex.

751. gentle-shell - ⭐ 1,462 Gentle Shell is a Pi-native workspace for AI-assisted development, bringing parallel coding agents, live tasks, Git diffs, persistent memory, and permission controls into one terminal interface. Powered by Gentle AI and Organic Driven Development (ODD).

752. mcp-scan - ⭐ 1,458 Security scanner for AI agents, MCP servers and agent skills.

753. better-icons - ⭐ 1,444 Skill and MCP server for searching and retrieving icons

754. obsei - ⭐ 1,441 Open source, privacy-first Voice of Customer analytics. A self-hosted alternative to Enterpret and Unwrap that strips PII from feedback before any LLM sees it.

755. short-video-maker - ⭐ 1,441 Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

756. opentwitter-mcp - ⭐ 1,438 Twitter/X Data · User Profiles · Tweet Search · Follower Events · KOL Tracking

757. ida-mcp - ⭐ 1,436 Official Hex-Rays IDA MCP Server.

758. claude-video-vision - ⭐ 1,433 Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis

759. tradememory-protocol - ⭐ 1,432 Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

760. keeper.sh - ⭐ 1,427 Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.

761. browserwing - ⭐ 1,423 BrowserWing turns your browser actions into MCP commands Or Claude Skill, allowing AI agents to control browsers efficiently and reliably. Say goodbye to slow, token-heavy LLM interactions — let agents call commands directly for faster automation. Perfect for AI-driven tasks, browser automation, and boosting productivity.

762. codesight - ⭐ 1,420 Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.

763. garmin_mcp - ⭐ 1,420 MCP server to access Garmin data

764. claude-pilot - ⭐ 1,418 Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.

765. nocturne_memory - ⭐ 1,412 A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

766. agent-plugins-spec - ⭐ 1,411 Agent Plugins Specification v1.0.0 — A minimal standard for packaging agent extensions into distributable plugins

767. ollaya - ⭐ 1,410 Jev-compatible API server for open decision models. Ollama for decision models: pull and serve 29 model families (Laya, pplx-decider, Clef, Winnow, coba…) locally or self-hosted behind /v1/systemone. The TypeSafe SDK works unchanged: set its base URL and pick an open model. CLI, desktop app, Docker, MCP server, public bench.

768. k-dense-byok - ⭐ 1,405 An AI co-scientist running on your desktop. Claude Science but better.

769. mysql_mcp_server - ⭐ 1,403 A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

770. solomd - ⭐ 1,401 A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

771. haft - ⭐ 1,397 Engineering decisions engine that know when they’re stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.

772. codedb - ⭐ 1,397 Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

773. mirobody - ⭐ 1,394 Mirror your body in data. One standard, every source, one complete picture of you: a self-hosted health record built from lab reports, wearables and genetics, with every number traced to its source and a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.

774. xiaozhi-esp32-server-java - ⭐ 1,394 小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

775. cunzhi - ⭐ 1,393 告别AI提前终止烦恼，助力AI更加持久

776. deepwiki-mcp - ⭐ 1,386 📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors

777. langchain4j-aideepin - ⭐ 1,385 AI 应用平台（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | AI application platform (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

778. best-of-Agent-Harnesses - ⭐ 1,384 🏆 Ranked list of 187 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.

779. apple-docs-mcp - ⭐ 1,382 MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

780. openharness - ⭐ 1,380 The ultimate harness for coding agents and beyond. All your agents. All your machines. One command center. Start with code, then follow your curiosity and build across disciplines: CAD, circuits, robots, games and music.

781. sourcey - ⭐ 1,376 Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

782. mcp-obsidian - ⭐ 1,373 A connector for Claude Desktop to read and search an Obsidian vault.

783. colab-mcp - ⭐ 1,364 An MCP server for interacting with Google Colab

784. PrismerCloud - ⭐ 1,363 Prismer Cloud

785. damn-vulnerable-MCP-server - ⭐ 1,361 Damn Vulnerable MCP Server

786. claude-init - ⭐ 1,359 Claude Code 中文开发套件 - 为中国开发者定制的零门槛 AI 编程环境。一键安装完整中文化体验，集成 MCP 服务器、智能上下文管理、安全扫描，支持免翻墙访问。让 AI 编程更简单。

787. xhs-toolkit - ⭐ 1,354 📕 小红书创作者MCP工具包 - 支持与AI客户端集成的内容创作和发布工具

788. sceneview - ⭐ 1,352 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL, OBJ and PLY on Android and USDZ on Apple, at real size in AR. Assistant-ready: in-repo MCP server, AGENTS.md and llms.txt — no assistant-specific setup.

789. wenyan-mcp - ⭐ 1,350 文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

790. xmcp - ⭐ 1,345 The TypeScript MCP framework

791. tapflow - ⭐ 1,343 Self-hosted iOS & Android simulator streaming for the whole team

792. tools - ⭐ 1,339 A set of tools that gives agents powerful capabilities.

793. awesome-reverse-engineering - ⭐ 1,339 Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols.

794. openpets - ⭐ 1,338 Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.

795. weave - ⭐ 1,337 Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-based merge.

796. meta-ads-mcp - ⭐ 1,336 Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.

797. OpenContracts - ⭐ 1,335 Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.

798. saiku - ⭐ 1,334 Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite.

799. agentshield - ⭐ 1,332 AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️

800. mcp-searxng - ⭐ 1,331 Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

801. personal-model - ⭐ 1,328 Build your HUMAN.md.

802. langchat - ⭐ 1,321 LangChat 是Java&LangChain4j生态的开源 AI Agent 应用平台，支持多模型、Agent、知识库 RAG、Skills、MCP 与智能问数。

803. deja-vu - ⭐ 1,321 Coding agent memory for Claude Code, Codex, Cursor and 40 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.

804. ApeRAG - ⭐ 1,320 ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

805. himarket - ⭐ 1,319 HiMarket is an enterprise-level “AI Capability Marketplace and Developer Ecosystem Hub.” It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets such as enterprise Model APIs, MCP Servers, Agent APIs, etc., through standardized product formats.

806. reverify - ⭐ 1,318 Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

807. jupyter-mcp-server - ⭐ 1,314 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

808. MCPJungle - ⭐ 1,312 One place to manage & connect to all your MCP servers

809. open-reverselab - ⭐ 1,312 Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.

810. monitor - ⭐ 1,310 Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

811. ai-setup - ⭐ 1,309 Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.

812. nanobot - ⭐ 1,309 Build MCP Agents

813. cli - ⭐ 1,304 The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc

814. Agent-MCP - ⭐ 1,303 Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

815. sre - ⭐ 1,303 The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments.

816. unigit-ecosystem - ⭐ 1,298 UNIGIT public brand and ecosystem hub — AI should work for everyone.

817. ai-engineering-from-scratch-zh - ⭐ 1,295 Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

818. antigravity-workspace-template - ⭐ 1,294 Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file paths and line numbers. Works in any AI IDE.

819. reason-network - ⭐ 1,293 Reason Network: your team’s coding agents, talking to each other. The engine behind reason network.

820. figma-mcp-go - ⭐ 1,291 Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code

821. skills-for-fabric - ⭐ 1,290 A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate over Microsoft Fabric

822. chubbyskills - ⭐ 1,284 把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 14 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU、RSS/YouTube 订阅调度与每日情报简报，附带知识库 MCP server。｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, feed subscriptions with daily digests, and a KB MCP server.

823. agentdock - ⭐ 1,283 Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

824. search2ai - ⭐ 1,282 Self-hosted search gateway for AI agents. Unified search, news and page extraction with provider fallback. REST API, MCP server and TypeScript library.

825. mcp-cli - ⭐ 1,279 Lighweight CLI to interact with MCP servers

826. reticle - ⭐ 1,276 AI agents can generate code, but still struggle to understand what they build. Reticle brings Jev-style machine-native runtime perception to web & desktop applications.

827. AIPex - ⭐ 1,274 AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser

828. awesome-deepseek-harness - ⭐ 1,272 DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic.

829. OpenContext - ⭐ 1,271 A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tools and a desktop GUI to capture, search, and reuse project knowledge across agents and repos.

830. iot-dc3 - ⭐ 1,268 IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.

831. heym - ⭐ 1,261 Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

832. mcp-server - ⭐ 1,258 MCP Server for Burp

833. nautilus-compass - ⭐ 1,254 Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform

834. powerbi-modeling-mcp - ⭐ 1,251 The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.

835. zotero-mcp - ⭐ 1,250 It’s a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。

836. thClaws - ⭐ 1,244 Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

837. LightAgent - ⭐ 1,240 LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.

838. ongrid - ⭐ 1,240 An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

839. openpets - ⭐ 1,239 Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.

840. Claude-Code-Frontend-Design-Toolkit - ⭐ 1,233 Everything I’ve found that actually makes Claude Code output better-looking frontends. Skills, plugins, MCP servers, CLAUDE.md tricks

841. Burrow - ⭐ 1,232 🐹 Cleanup, app management, maintenance, disk analysis, and live status in one free, open-source, native Mac app + extensive support for AI agents. Coming to Windows

842. Lightswind-UI-Library - ⭐ 1,230 The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.

843. mcp-golang - ⭐ 1,228 Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io

844. quickstart-resources - ⭐ 1,228 A repository of servers and clients from the Model Context Protocol tutorials

845. web-eval-agent - ⭐ 1,226 An MCP server that autonomously evaluates web applications.

846. free4chat - ⭐ 1,223 Temporary rooms for Humans and AI Agents — run, supervise and steer Agent Tasks without a permanent workspace.

847. RisuAI - ⭐ 1,222 Make your own story. User-friendly software for LLM roleplaying

848. SecSkills - ⭐ 1,222 收集整理渗透测试、漏洞扫描、代码审计、CTF、逆向、安全研究 等网络安全相关的 Skills和MCP

849. Gearboy - ⭐ 1,218 Game Boy / Game Boy Color / Super Game Boy emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

850. coding-tools-mcp - ⭐ 1,216 Give any AI agent the ability to code

851. Sage - ⭐ 1,214 An RSI Agent Harness for running, evaluating, and evolving agents—with tools, skills, MCP, stateful execution, and multi-agent workflows.

852. Databuddy - ⭐ 1,212 Open-source product analytics for startups: track visitors, events, funnels, and goals without cookies, and ask Databunny, the built-in AI analyst. Uptime, feature flags, and short links in the same dashboard.

853. ai-security-tool - ⭐ 1,209 🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepSeek, OpenAI) for automated security workflows, CTF & DevSecOps. Cross-platform & Web UI.

854. google-calendar-mcp - ⭐ 1,206 MCP integration for Google Calendar to manage events.

855. Tracely-ai - ⭐ 1,206 Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.

856. northcinder - ⭐ 1,205 Open-source MCP server for comparing products and asking the buyer before purchase.

857. figwright - ⭐ 1,205 Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

858. magic - ⭐ 1,204 Instant SECURE Full Stack Apps and AI Agents

859. wechat-download-api - ⭐ 1,204 一款完全开源的微信公众号文章获取、RSS 订阅 API 服务，支持整号文章一键导出 7 种格式（Markdown/HTML/Word/PDF/EPUB/Excel/JSON）、IP 代理池反风控、MCP 接入各种 AI Agent 工具。

860. A2V - ⭐ 1,201 A2V: Next-Gen AI Value Compute Protocol.

861. Proxima - ⭐ 1,201 Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API

862. simutil - ⭐ 1,200 Utilities for Android emulators, iOS simulators and real devices: launch, stream, control, record and automate them from a desktop app, TUI and CLI

863. pomerado - ⭐ 1,198 YC F26. Turn any website into an API / MCP in minutes. Open source core integration minting harness. MIT.

864. token-savior - ⭐ 1,195 MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Works with every MCP client.

865. better-chatbot - ⭐ 1,195 Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

866. geo-optimizer-skill - ⭐ 1,195 GEO Optimizer, the open-source engine behind GeoReady (geoready.dev): audit whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. CLI, Python, MCP.

867. fast-mcp - ⭐ 1,192 A Ruby Implementation of the Model Context Protocol

868. MODULAR-RAG-MCP-SERVER - ⭐ 1,192 A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.

869. web-search-mcp - ⭐ 1,189 A simple, locally hosted Web Search MCP server for use with Local LLMs

870. crw - ⭐ 1,188 Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.

871. todo-for-ai - ⭐ 1,187 🤖 A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (Model Context Protocol). Built with modern tech stack including React, Flask, and Docker. Try it now at https://todo4ai.org/

872. ref-tools-mcp - ⭐ 1,185 Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

873. rhinomcp - ⭐ 1,179 RhinoMCP connects Rhino 3D to AI Agent through the Model Context Protocol (MCP)

874. skills - ⭐ 1,177 Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.

875. mateclaw - ⭐ 1,172 🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spring AI Alibaba.

876. agent-deck - ⭐ 1,172 Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.

877. innovation-lab-examples - ⭐ 1,169 80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI:One, MCP, A2A, LangChain, CrewAI, Gemini, Claude and OpenAI.

878. agentrq - ⭐ 1,169 AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness with ACP support.

879. MakeMoneyWithAI - ⭐ 1,166 A list of open-source AI projects you can use to generate income easily.

880. awesome-remote-mcp-servers - ⭐ 1,165 Remote MCP Servers

881. agentmesh - ⭐ 1,163 Agent Mesh

882. tuui - ⭐ 1,159 A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

883. nekro-agent - ⭐ 1,159 NekroAgent 是一个面向多人互动场景的跨平台 Agent 框架，集 Claude Code 沙盒执行、工作区编排、长期记忆、结构化 MCP 管理与可视化控制台于一体，兼具高扩展性、多模态交互、实时状态推送和自动化运行能力。项目支持 QQ、Discord、Telegram、Minecraft、BilibiliLive、WeChat、Email、SSE(SDK) 等多种平台接入，应用于构建高智能聊天机器人，可扩展为具备代码执行、工具调用、插件协作和复杂任务处理能力的通用 Agent 系统

884. digital-human-koubo - ⭐ 1,159 AI digital-human talking-head videos from one photo: Renoise MCP generation + 5 editing styles + 48 creator-grade packaging components. Agent skill for Claude Code / Codex / OpenClaw / WorkBuddy …

885. tabularis - ⭐ 1,153 A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.

886. CloudBase-AI-Toolkit - ⭐ 1,152 Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

887. Dark-Moon - ⭐ 1,152 Open-source autonomous AI penetration testing. 50 specialist agents across web, API, cloud, Active Directory, Kubernetes, CI/CD and AI/LLM (OWASP LLM Top 10). Runs on a local LLM behind a Privacy Gateway. Integrates with GitHub, GitLab, Jenkins, VS Code, JetBrains, n8n, Grafana & Splunk.

888. second-brain-os - ⭐ 1,152 An AI second brain that maintains itself. Full guide, starter vault, agent skills and scripts for a self-organizing knowledge base in Claude Code and Obsidian.

889. mongodb-mcp-server - ⭐ 1,150 A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

890. reverse-api-engineer - ⭐ 1,150 The agent that turns websites into APIs!

891. trustgraph - ⭐ 1,147 Programmable Context for the AI Stack. Build. Version. Deploy. The full lifecycle platform for Context Graphs.

892. stride-gpt - ⭐ 1,144 An AI-powered threat modeling tool that leverages OpenAI’s GPT models to generate threat models for a given application based on the STRIDE methodology.

893. fess - ⭐ 1,142 Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache-2.0.

894. qgis_mcp - ⭐ 1,138 Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

895. Pixelle-MCP - ⭐ 1,131 An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai

896. obot - ⭐ 1,131 Complete AI Governance Platform from Obot AI

897. RedNote-MCP - ⭐ 1,126 🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

898. flock - ⭐ 1,126 A desktop multi-agent harness built with Rust, Tauri, and React, powered by langgraph-rust.

899. Gemini-Nexus - ⭐ 1,126 Gemini Nexus 是一款面向浏览器场景的 AI 助手扩展，集成 Gemini Web、Gemini API 与 OpenAI 兼容接口，支持网页上下文、图像处理、工具调用和 MCP 浏览器控制。

900. atlassian-mcp-server - ⭐ 1,124 Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.

901. ai-trader - ⭐ 1,121 Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

902. better-chatbot - ⭐ 1,116 Just a Better Chatbot. Powered by Agent & MCP & Workflows.

903. unreal-engine-mcp - ⭐ 1,114 This MCP is now owned by Aura! Please try out the most intelligent AI agent for Unreal Engine at https://www.tryaura.dev/?utm_source=youtube&utm_medium=video&utm_campaign=flop

904. yargi-mcp - ⭐ 1,112 MCP Server For Turkish Legal Databases

905. mcp-extensions - ⭐ 1,111 Build plugins that feel like native, first-class features of ChatGPT.

906. WebMCP - ⭐ 1,109 Bringing the power of MCP to the web

907. pydantic-deepagents - ⭐ 1,109 Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, unlimited context - on Pydantic AI, any model.

908. clipforge - ⭐ 1,109 ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.

909. annas-mcp - ⭐ 1,102 MCP server and CLI tool for searching and downloading documents from Anna’s Archive

910. mcp-scanner - ⭐ 1,100 Scan MCP servers for potential threats & security findings.

911. whip - ⭐ 1,100 A fast coding-agent harness in Go. Tool-use loop, bubbletea TUI, provider-routable models with live catalog discovery, MCP support, background subagents. One binary, no runtime, built for open-source models.

912. LycheeMem - ⭐ 1,096 Lightweight Long-Term Memory for LLM Agents.

913. ms-365-mcp-server - ⭐ 1,090 A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API

914. fetcher-mcp - ⭐ 1,088 MCP server for fetch web page content using Playwright headless browser.

915. openapi-servers - ⭐ 1,085 OpenAPI Tool Servers

916. google-ads-mcp - ⭐ 1,084

917. dao-code - ⭐ 1,081 Open-source TypeScript terminal coding agent for DeepSeek-V4 — builds on DeepSeek’s strong price-performance and ultra-cheap cache pricing, engineering byte-stable prefixes and cache-reusing forks so cross-session memory and a continuous self-correction layer add almost no token cost; 1M context, Skills/MCP/Hooks, Claude Code config compatible.

918. Awesome-MCP-Servers - ⭐ 1,081 A curated list of Model Context Protocol (MCP) servers

919. cs - ⭐ 1,080 codespelunker - CLI code search tool that understands code structure and ranks results by relevance. No indexing required with CLI, TUI, MCP and HTTP support.

920. mcpc - ⭐ 1,077 The most compatible MCP CLI client. Supports: tools, resources, prompts, completions, async tasks, skills, stdio and streamable HTTP (MCP 2026-07-28 and 2025-11-25), persistent sessions, OAuth 2.1 with DCR, CIMD, client credentials, and ID-JAG, OS keychain, –json for code mode, grep for tool discovery, proxy for AI sandboxes, x402, and more.

921. antibrow - ⭐ 1,068 Kernel-level antidetect browser with the Playwright API you already write. Python + Node SDKs, MCP-ready, unlimited local profiles. Linux x64 + arm64, macOS Intel + Apple Silicon, Windows x64.

922. stackql - ⭐ 1,068 Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.

923. mq - ⭐ 1,067 A jq-like Markdown query language for command-line processing

924. reactuse - ⭐ 1,067 115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.

925. SearChat - ⭐ 1,065 Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。

926. Pixelle-MCP - ⭐ 1,065 An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai

927. CloudBase-MCP - ⭐ 1,064 CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app.

928. arcade-mcp - ⭐ 1,060 MCP Server Framework and Tool Development library for building custom capabilities into agents.

929. crw - ⭐ 1,059 Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.

930. eide - ⭐ 1,059 An embedded development environment for mcs51/stm8/avr/cortex-m/riscv on VsCode.

931. agentic-radar - ⭐ 1,059 A security scanner for your LLM agentic workflows

932. minima - ⭐ 1,056 On-premises conversational RAG with configurable containers

933. wisp-science - ⭐ 1,056 Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

934. anymd - ⭐ 1,055 Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.

935. SearChat - ⭐ 1,053 Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。

936. cuga-agent - ⭐ 1,053 CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.

937. bytechef - ⭐ 1,050 Open-source AI agents and workflow automation. Self-host or embed in your SaaS. Apache 2.0 alternative to n8n and Zapier.

938. alpaca-mcp-server - ⭐ 1,049 Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

939. minima - ⭐ 1,047 On-premises conversational RAG with configurable containers

940. excel-mcp-server - ⭐ 1,046 A Model Context Protocol (MCP) server that reads and writes MS Excel data

941. world-intel-mcp - ⭐ 1,045 160-tool MCP server for real-time global intelligence from free public APIs: markets, liquidity, prediction markets, SEC filings, conflict, military, aircraft-cohort early warning, migration and border flows, cyber, climate, news and more. Dated observation history, 29 research prompts, cited briefs, geofences, SSE dashboard. MIT, no paid API keys.

942. muapi-cli - ⭐ 1,044 Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.

943. GrapeRoot - ⭐ 1,043 Compounding Context for AI Coding Assistants — MCP graph engine for Claude Code, Cursor, Copilot, Gemini, OpenCode

944. work-iq - ⭐ 1,043 MCP Server and CLI for accessing Work IQ

945. agents-flex - ⭐ 1,042 Agents-flex is A lightweight Java AI agent development framework (positioned as a counterpart to Spring AI). It supports features such as RAG, MCP, Skills, Text2SQL , LLM Wiki, Sub-agents, Web Search, TTS (synchronous and streaming), and STT.

946. JSReverser-MCP - ⭐ 1,042 JSReverser-MCP 是一个面向 JavaScript 逆向分析的 MCP 工具，专门用于帮助开发者在真实浏览器环境中高效定位前端核心逻辑。它 将脚本检索、断点调试、函数 Hook、网络请求追踪、调用链分析、混淆还原和风险评估整合为统一能力，可直接接入 Claude、 Codex、Cursor 等支持 MCP 的客户端。你可以连接已开启的 Chrome，在登录态页面下持续采样请求参数与返回数据，快速定位签名、 加密、鉴权和关键业务流程。工具同时支持自动化页面操作与结构化报告导出，适合用于接口分析、安全研究、前端调试与工程排障等 场景

947. pentest-agents - ⭐ 1,041 Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chain builder.

948. openloomi - ⭐ 1,037 OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what needs your attention, why it matters, and what to do next. It’s your open-source Attention Agent.

949. amazon-sorftime-research-MCP-skill - ⭐ 1,036 亚马逊选品 之 Listing全维度穿透分析报告 加上 全品类分析 ，关键词分析，差评分析 ，市场调研 等等。codex/claude code agent skill, amazon sorftime MCP/西柚mcp/sif mcp/卖家精灵sellersprite 智能体skill. 亚马逊跨境电商skill工具集。

950. AIHelms - ⭐ 1,028 企业级 AI 资源纳管平台，提供统一 AI网关、Token调度能力，纳管 OpenAI、Azure、Claude、DeepSeek 等主流模型，并支持 MCP 工具与 Skill 的集中注册分发。具备内外双轨定价、成本归因、统一身份认证、安全审计与效能报表，帮助企业精准控制成本、量化 ROI，高效治理 AI 资产。

951. awesome-devops-mcp-servers - ⭐ 1,028 A curated list of awesome MCP servers focused on DevOps tools and capabilities.

952. doop - ⭐ 1,028 The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.

953. mcp-server-chatsum - ⭐ 1,026 Query and Summarize your chat messages.

954. search_with_ai - ⭐ 1,025 AI Search Chat , Support DeepResearch, OpenAI/Anthropic/VertexAI/Gemini, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。

955. xiaoyaosearch - ⭐ 1,025 小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

956. cnki-skills - ⭐ 1,022 CNKI (中国知网) skills for Claude Code — search, browse journals, download PDFs, export to Zotero via Chrome DevTools MCP

957. mcp-gateway-registry - ⭐ 1,020 Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.

958. ScienceClaw - ⭐ 1,019 Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.

959. 724-office - ⭐ 1,018 7/24 Office — Self-evolving AI Agent system. 36 tools, 10,000 lines pure Python, modular architecture, MCP plugins, three-layer memory, nudge system, AI mirror, 24/7 production.

960. mcp - ⭐ 1,018 MCP server for the Cloudflare API

961. easy-agent - ⭐ 1,016 Production-ready open source terminal coding agent with readable, layered code: permission rules, OS sandboxing, MCP, skills, sub-agents, and Anthropic, OpenAI-compatible, Gemini, or local models.

962. mcpm.sh - ⭐ 1,016 CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

963. mcp-google-sheets - ⭐ 1,016 This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

964. medusa - ⭐ 1,012 AI-first security scanner. NEW in v2026.7: Claude Code compromise detection — vet .claude/ hooks, permissions & skills before you clone — plus an always-on AI attack-signature scanner and native Rust & PHP rules. Also: medusa scan –git to vet any repo, medusa secrets scan for leaked API keys. 40,000+ patterns, zero setup.

965. matlab-mcp-core-server - ⭐ 1,011 Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

966. MassGen - ⭐ 1,010 🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

967. MCPHub-Desktop - ⭐ 1,009 MCPHub Desktop 是一款基于 Tauri 2 构建的桌面客户端，用于在个人电脑上统一管理 MCP服务器、Skills、RAG 知识库。所有进程、配置、密钥与向量数据都运行/保存在用户自己的机器上，不依赖任何远端服务。

968. code-index-mcp - ⭐ 1,007 A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

969. hol-guard - ⭐ 1,004 Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.

970. AI-Gateway - ⭐ 1,003 Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

971. claude-skills - ⭐ 1,001 Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Build, ship, audit, optimize.

972. opentabs - ⭐ 999 Browser automation clicks buttons. OpenTabs calls APIs.

973. dscode - ⭐ 998 A DeepSeek coding agent harness: persistent shell, Ultra subagents, auto approval, Chrome MCP and session telemetry

974. awesome-openclaw - ⭐ 997 A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

975. Claude-Skills - ⭐ 995 385 AI skills, 76 expert agents, and 906 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, research, and a LinkedIn toolkit. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.

976. awesome-ai-tools-for-ui - ⭐ 993 Curated list of awesome AI tools to build beautiful UI/UX.

977. mcd-coupon-strategist - ⭐ 993 麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。

978. aimock - ⭐ 992 Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.

979. Unreal_mcp - ⭐ 990 A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.

980. mcp-neo4j - ⭐ 989 Neo4j Labs Model Context Protocol servers

981. awesome-claude-code-plugins - ⭐ 989 Awesome Claude Code plugins — a curated list of slash commands, subagents, MCP servers, and hooks for Claude Code

982. better-douyin - ⭐ 988 打造更好用的douyin，支持作者级下载、播放、点赞收藏、私信、通知、mcp服务接入ai控制，内置ai可以在私信与好友ai聊天。douyin download

983. ssh-mcp-server - ⭐ 985 基于 SSH 的 MCP 服务 🧙‍♀️。已被MCP官方收录 🎉。 SSH MCP Server 🧙‍♀️. It has been included in the community MCP repository 🎉.

984. ollama-mcp-bridge - ⭐ 984 Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

985. x-reader - ⭐ 983 Universal content reader MCP Server for 10+ platforms

986. stitch-mcp - ⭐ 982 A CLI for moving AI-generated UI designs from Google’s Stitch platform into your development workflow.

987. mcd-coupon-strategist - ⭐ 980 麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。

988. gemini-nexus - ⭐ 976 Gemini Nexus 是一款深度集成 Google Gemini 能力的 Chrome 扩展程序。它不仅仅是一个侧边栏插件，而是通过注入式的悬浮工具栏、强大的图像 AI 处理以及前沿的浏览器控制协议 (MCP)，将 AI 的触角伸向网页浏览的每一个交互细节。

989. awesome-openclaw - ⭐ 976 A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

990. blender-ai-mcp-addon - ⭐ 976 AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with OpenAI, ChatGPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon and plugin, copilot for 3D, bpy Python scripting, MCP integration.

991. OpenDerisk - ⭐ 974 AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.

992. caspian-sdk - ⭐ 973 Agent communication SDK. The open-source agent communication layer for AI agents — email, WhatsApp, Slack, Discord, Telegram, SMS. Python & TypeScript.

993. mcp-browser-use - ⭐ 972

994. awesome-mcp-servers - ⭐ 972 A comprehensive collection of Model Context Protocol (MCP) servers

995. wassette - ⭐ 971 Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

996. repoprompt-ce - ⭐ 971 Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

997. UnrealClaude - ⭐ 971 Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.

998. flow-like - ⭐ 967 Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

999. kubectl-mcp-server - ⭐ 965 Published in CNCF Landscape: A MCP server for Kubernetes.

1000. pipelock - ⭐ 965 Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.

1001. Codync - ⭐ 965 Open source Grok Bot alternative, Bring your own agent and subscription: message Claude Code, Codex, Gemini CLI, Cursor, Copilot and 40+ AI agents as bots on your own computer, from iPhone, Mac, Windows, Linux or terminal. Agent-agnostic and free. Also a Muse and Dots alternative. Built in Rust.

1002. chatgpt-cli - ⭐ 964 ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern LLMs. It supports OpenAI, Azure, Perplexity, LLaMA, and more, with features like streaming, interactive chat, prompt files, image/audio I/O, MCP tool calls, and an experimental agent mode for safe, multi-step automation.

1003. mcp-jetbrains - ⭐ 963 A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

1004. coco - ⭐ 963 CoCo Super Intelligence is the orchestration layer that turns Claude Code, Cursor, or Codex into an engineering department: a routed advisory board, 226 skills, 386 commands, persistent state. Local. Open-core — MIT core; Super Intelligence is proprietary, own-use.

1005. codex-slides - ⭐ 961 🎨 Open-source AI slide studio inside Codex: image-native decks, every slide a full visual canvas. ⚡ 10+ high-quality slides in ~4–5 minutes — Fast mode renders every page in parallel. 🔍 Watch the whole chain live: research → outline → style → render → edit → present → export PDF/PPTX. 🖥️ Browser-first · zero API keys · durable projects.

1006. sam - ⭐ 959 The Open-Source Agent Mesh

1007. mcp-sequential-thinking - ⭐ 959 Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.

1008. donsetch - ⭐ 959 Web fetch, search, and crawl for AI agents. Built from scratch in Rust. No keys, no accounts. AGPL v3.

1009. agent-kit - ⭐ 956 AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP.

1010. octocode - ⭐ 956 Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI

1011. unifi-mcp - ⭐ 955 MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access

1012. selfhost-ai - ⭐ 953 One-command installer for a self-hosted AI stack on your own server: n8n, Ollama, Open WebUI, OpenClaw, Dify, Flowise, Supabase, ComfyUI, Qdrant & 30+ tools. Docker Compose, automatic HTTPS via Caddy, built-in monitoring. Free Zapier/Make alternative.

1013. shellfirm - ⭐ 949 Safety guardrails for ai coding agents and human terminal commands

1014. pipelex - ⭐ 949 Build AI methods with your coding agent, then run them anywhere: as an MCP for chatbots, as a webapp for people, or via API for your software.

1015. toolkit - ⭐ 949 Agentic tooling for Sentry

1016. Box - ⭐ 948 The most advanced, fully offline client-side AI suite on Android today.

1017. awesome-trading-agents - ⭐ 946 Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.

1018. retentioneering-tools - ⭐ 942 Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

1019. universal-db-mcp - ⭐ 941 通用数据库 MCP 连接器：支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库，支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台，用自然语言查询和分析数据

1020. codexia - ⭐ 941 Lightweight Agent Workstation for Codex + Claude code + keke-agent — with dots, task scheduler, git worktree & remote control

1021. inspo - ⭐ 941 Real websites for your coding agent to learn design from, searchable over MCP.

1022. ruby-sdk - ⭐ 940 The official Ruby SDK for the Model Context Protocol servers and clients.

1023. gcloud-mcp - ⭐ 938 gcloud MCP server

1024. mijia-api - ⭐ 937 使用代码、CLI、MCP 直接控制米家设备。

1025. pdf-reader-mcp - ⭐ 935 Give your AI agent eyes for PDFs — structured text, tables, OCR, visual evidence, and page-level citations via MCP. Native Rust, local-first.

1026. citra - ⭐ 934 Citra — PDF answers with page-level proof. Local-first structured text, tables, OCR, visual evidence, and citations via MCP, CLI, and SDK.

1027. anti-detect-browser-skills - ⭐ 932 Launch and manage anti-detect browsers with unique real-device fingerprints for multi-account operations, web scraping, ad verification, and AI agent automation.

1028. mcp-framework - ⭐ 931 The Typescript MCP Framework

1029. pipelock - ⭐ 929 Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.

1030. Whale - ⭐ 927 Whale — blazingly fast, terminal-first AI coding agent for DeepSeek. ~98% prompt cache hit rate, 1M context, MCP tools, dynamic workflows.

1031. jarvis - ⭐ 926 JARVIS — a voice assistant for Claude Code. Talk to your Mac and he brainstorms a project with you, builds it, and tells you out loud when a Claude Code session needs you. macOS, on your Claude subscription, no API key.

1032. mcp-notion-server - ⭐ 925 A Model Context Protocol server for connecting Notion to MCP-compatible clients

1033. AgentChat - ⭐ 925 AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

1034. quantumproxies.io - ⭐ 924 Residential, datacenter, ISP & mobile proxies with 90M+ IPs in 200+ countries — plus Scraper & SERP APIs. Code examples in Python, Node.js, PHP, Go, Java, C#, Ruby and curl.

1035. MCP-Bridge - ⭐ 923 A middleware to provide an openAI compatible endpoint that can call MCP tools

1036. mcp-course - ⭐ 922

1037. memory-bank-mcp - ⭐ 920 A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

1038. NornicDB - ⭐ 919 Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant’s gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

1039. samples - ⭐ 918 Agent samples built using the Strands Agents SDK.

1040. iai-personal-memory-engine - ⭐ 916 A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.

1041. openflowkit - ⭐ 916 Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local one, let Claude Code edit it live over MCP, or map a GitHub repo with every arrow cited to a file and line. MIT, local-first, no account.

1042. WebMCP - ⭐ 916 Early WebMCP proposal / implementation - since evolved and worked on by much more capable folks that develop the web: https://github.com/webmachinelearning/webmcp

1043. open-claude-tag - ⭐ 915 Self-hostable channel-native AI teammate for Slack. Open source alternative to Claude Tag. LLM-agnostic.

1044. auto-browser - ⭐ 914 Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

1045. nuxt-mcp-dev - ⭐ 913 MCP server helping models to understand your Vite/Nuxt app better.

1046. specification.website - ⭐ 911 Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.

1047. CloudBase-AI-ToolKit - ⭐ 909 CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app in one click.

1048. 5.6-JAILBREAK-NERV-codex-instruct-5.6 - ⭐ 909 NERV-BREAK-5.6 — GPT-5.6 破甲框架。三层纵深防御：上下文重构让拒绝无法触发，23条篡改规则实时消除拒绝保持对话不中断，文件路由绕过云端审核。31个MCP安全工具 + 28个技能模块 + Kali四后端集成。Codex CLI 即装即用。

1049. MCProtocolLib - ⭐ 907 A library for communication with a Minecraft client/server.

1050. codegraph-rust - ⭐ 907 100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

1051. Android-MCP - ⭐ 905 MCP Server for interacting with Android Devices.

1052. openapi-mcp-server - ⭐ 905 Allow AI to wade through complex OpenAPIs using Simple Language

1053. vmlx - ⭐ 905 vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm

1054. butterbase-oss - ⭐ 903 Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.

1055. fauxnix - ⭐ 903 Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode…). GNU-style output, bash-style errors, UTF-8/GBK handled.

1056. awesome-mcp-list - ⭐ 901 A concise list for mcp servers

1057. scarf - ⭐ 898 Native macOS and iOS App for the Hermes AI agent — multi-window, multi-server (local + remote over SSH). Chat, dashboard, sessions, memory, cron, MCP, and more.

1058. nuwax - ⭐ 898 Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

1059. mcp-gateway - ⭐ 898 MCP Gateway is a reverse proxy and management layer for MCP servers, enabling scalable, session-aware stateful routing and lifecycle management of MCP servers in Kubernetes environments.

1060. mcp-clickhouse - ⭐ 898 Connect ClickHouse to your AI assistants.

1061. tickdb-unified-realtime-marketdata-api - ⭐ 898 TickDB: AI-native real time stock API and market data API for US/HK/CN stocks, forex, futures, crypto, indices and commodities. Skill, CLI, MCP, REST API and WebSocket. AI 原生实时股票 API 与金融行情数据 API，覆盖美股、港股、A股、外汇、期货、指数、大宗商品、加密货币。

1062. Grandet - ⭐ 898 Find the cheapest API for any model and connect it from your AI agent: Grandet Skill and an anonymous MCP server, backed by listed prices from 1,800+ official, inference and relay providers on grandet.ai.

1063. coderunner - ⭐ 897 A local sandbox for your AI agents

1064. MCP - ⭐ 896 Official Jina AI Remote MCP Server

1065. LaunchStack - ⭐ 894 AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.

1066. master-fetch - ⭐ 894 MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

1067. Foundry - ⭐ 893 The foundation layer for agentic intelligence.

1068. k8m - ⭐ 890 一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。

1069. VTCode - ⭐ 890 VT Code is an open-source Rust terminal coding agent.

1070. yoji - ⭐ 889 有情绪的 AI 桌面伴侣 | 隐私优先 · 语音唤醒 · 协助办公 · MCP 无限扩展 | An AI desktop companion with emotions — privacy-first, voice wake, office assistance, and MCP extensibility

1071. mix.core - ⭐ 888 🚀 A future-proof enterprise web CMS supporting both headless and decoupled approaches. Build any type of app with customizable APIs on ASP.NET Core/.NET Core. Completely open-source and designed for flexibility. Since 2018.

1072. invisible_playwright_mcp - ⭐ 887 Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.

1073. mcp-knowledge-graph - ⭐ 886 MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

1074. ima2-gen - ⭐ 885 Local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers.

1075. reverse-engineering-assistant - ⭐ 884 MCP server for reverse engineering tasks in Ghidra 👩‍💻

1076. hyper-mcp - ⭐ 881 📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

1077. restheart - ⭐ 881 The Agent-Ready Backend for MongoDB.

1078. ida-mcp-rs - ⭐ 881 Headless IDA Pro MCP Server

1079. awesome-reverse-engineered - ⭐ 879 Don’t reverse engineer it twice. 17,000+ open-source tools built by reverse engineering closed apps, APIs, devices, protocols, file formats, games and AI tools. Search site + agent skill + MCP server, refreshed nightly.

1080. agentscope-runtime - ⭐ 878 A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.

1081. excalidraw-mcp-app - ⭐ 876 Excalidraw MCP App Server — hand-drawn diagrams for Claude

1082. blender-plugin - ⭐ 876 Scenario for Blender: AI images, video, 3D and PBR materials in the viewport, plus a local MCP server for agents. Blender 5.0+ extension, GPL-3.0-or-later.

1083. glean - ⭐ 875 A self-hosted RSS reader and personal knowledge management tool.

1084. server - ⭐ 875 Core PHP implementation for the Model Context Protocol (MCP) server

1085. memorix - ⭐ 875 Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.

1086. sentry-mcp - ⭐ 874 An MCP server for interacting with Sentry via LLMs.

1087. comfyui-mcp - ⭐ 874 Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55 installer packs. Local, LAN, VPS, or Comfy Cloud.

1088. AITreasureBox - ⭐ 873 🤖 Automatically collected AI repos, tools, websites, papers & tutorials. 实用AI百宝箱 💎

1089. projectmem - ⭐ 870 Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

1090. mcp-nixos - ⭐ 866 MCP-NixOS - Model Context Protocol Server for NixOS resources

1091. flow-like - ⭐ 865 Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

1092. reddit-mcp-buddy - ⭐ 865 Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

1093. tapo - ⭐ 865 🦀 Rust API, 🐍 Python API, and 🤖 MCP Server for TP-Link Tapo smart devices

1094. xmcp - ⭐ 864 MCP server for the X API

1095. FinanceMCP - ⭐ 864 这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等

1096. Godot-MCP-Native - ⭐ 863 一款支持godot开源引擎的的mcp插件，支持常见godot引擎操作，使用Godot原生实现MCPServer，无需安装依赖，开箱即用，支持多种AI工具调用。An MCP plugin that supports the open-source Godot engine, enabling common Godot engine operations. It implements the MCP Server using Godot’s native HTTP, requires no dependency installation, is ready to use out of the box, and supports invocation by various AI tools.

1097. MCP-Kali-Server - ⭐ 862 MCP configuration to connect AI agent to a Linux machine.

1098. mcp - ⭐ 861 Rapidly build MCP servers for your Laravel applications.

1099. claude_agent_teams_ui - ⭐ 860 You’re the CTO, agents are your team. They handle tasks on their own, message each other, and review each other’s work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(75+ LLM providers). Build your AI company.

1100. ship-safe - ⭐ 860 The independent security agent for AI-written software. Finds issues, investigates whether they are real, and shows you the evidence. Deterministic core, no API key needed, JSON and SARIF output.

1101. tidewave_phoenix - ⭐ 858 MCP server with runtime-level tools for Phoenix development

1102. AgentX - ⭐ 853 AgentX 致力于让小白也能无门槛通过自然语言打造属于自己的 Agent。AgentX 采用了自研 MCP 网关，模型高可用组件打造高可用

1103. generative-ui - ⭐ 852 Generative UI examples for: AG-UI, A2UI/Open-JSON-UI, and MCP Apps.

1104. smithery-cli - ⭐ 849 Install, manage and develop MCP servers and skills for agents

1105. mineru-tianshu - ⭐ 849 天枢 - 企业级 AI 一站式数据预处理平台 | PDF/Office转Markdown | 支持MCP协议AI助手集成 | Vue3+FastAPI全栈方案 | 文档解析 | 多模态信息提取

1106. browser-use-mcp-server - ⭐ 849 Browse the web, directly from Cursor etc.

1107. llm-server-docs - ⭐ 848 End-to-end documentation to set up your own local & fully private LLM server on Debian. Equipped with chat, web search, RAG, model management, MCP servers, image generation, and TTS.

1108. cupertino - ⭐ 847 A local Apple Documentation crawler and MCP server. Written in Swift.

1109. Octocode - ⭐ 845 MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

1110. bank-api - ⭐ 844 The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

1111. Tracely - ⭐ 843 Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

1112. okf-agent-memory - ⭐ 843 Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

1113. octocode-mcp - ⭐ 842 MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

1114. golf - ⭐ 840 Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

1115. yokai - ⭐ 840 Simple, modular, and observable Go framework for backend applications.

1116. metatrader-mcp-server - ⭐ 840 Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform

1117. attestix - ⭐ 840 AI agent identity, signed credentials, delegated authority and portable governance evidence. Python core and offline verifier SDKs.

1118. ssh-mcp - ⭐ 839 MCP server exposing SSH control for Linux servers via Model Context Protocol.

1119. open-agent-connector - ⭐ 838 Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or REST.

1120. figma-mcp-bridge - ⭐ 838 Figma Plugin & MCP server to bypass API limits

1121. aseprite-mcp - ⭐ 836 MCP server for interacting with the Aseprite API

1122. lark-openapi-mcp - ⭐ 835 飞书/Lark官方 OpenAPI MCP

1123. room - ⭐ 835 Open-source earning-focused swarm intelligence engine. Self-governing AI collectives (queen, workers, quorum voting) running locally via MCP. Works with Claude Code, Codex, or pay-per-use APIs.

1124. hyper-mcp - ⭐ 835 📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

1125. fetch-mcp - ⭐ 835 A flexible HTTP fetching Model Context Protocol server.

1126. hyper-mcp - ⭐ 834 📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

1127. dev-proxy - ⭐ 834 Simulate API failures, throttling, and chaos — all from your command line.

1128. mcp-server-excel - ⭐ 834 Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, and charts.

1129. supabase-mcp-server - ⭐ 834 Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

1130. mcp-client-for-ollama - ⭐ 834 Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

1131. COMSOL_Multiphysics_MCP - ⭐ 833

1132. next-devtools-mcp - ⭐ 833 Next.js Development for Coding Agent

1133. MCP-Security-Checklist - ⭐ 832 A comprehensive security checklist for MCP-based AI tools. Built by SlowMist to safeguard LLM plugin ecosystems.

1134. vibetest-use - ⭐ 832 Vibetest MCP - automated QA testing using Browser-Use agents

1135. gemini-skill - ⭐ 831 gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶

1136. heurist-agent-framework - ⭐ 830 A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.

1137. argo - ⭐ 829 ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloads, seamless closed LLM integration, and offline-first RAG knowledge bases, ARGO becomes a DeepResearch powerhouse for autonomous thinking, task planning, and 100% of your data stays locally. Support Win/Mac/Docker.

1138. idea-reality-mcp - ⭐ 827 Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

1139. scira-mcp-chat - ⭐ 825 A minimalistic MCP client with a good feature set.

1140. hoop - ⭐ 819 One gateway in front of every protocol. Same policy across MCP, LLMs, databases and containers. Wire-level enforcement at under 5ms.

1141. browser-use-mcp-server - ⭐ 818 Browse the web, directly from Cursor etc.

1142. ThinkWatch - ⭐ 815 Self-hosted AI API and MCP gateway for organizations: SSO and RBAC, per-user identity for MCP tool calls, PII redaction and tool-call guards, rate limits, budgets, cost accounting and audit logs.

1143. axon - ⭐ 814 Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.

1144. DeepMCPAgent - ⭐ 813 Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.

1145. context-space - ⭐ 813 Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

1146. jadx-mcp-server - ⭐ 813 MCP server for JADX-AI Plugin

1147. BossConsole - ⭐ 812 Open-source, multi-platform harness for AI agents - a native, multi-threaded operator’s console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor, secrets & 100+ MCP tools. Built for enterprises, science & research.

1148. android-mcp-server - ⭐ 810 An MCP server that provides control over Android devices via adb

1149. yahoo-finance2 - ⭐ 810 Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill

1150. toolfront - ⭐ 809 Turn your data into shareable RAG apps in minutes. All in pure Markdown. Zero boilerplate.

1151. cli - ⭐ 809 Install, manage and develop MCP servers and skills for agents

1152. mcp-security-hub - ⭐ 808 A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

1153. openagent - ⭐ 807 What if OpenAI Deep Research and Dify were one platform? OpenAgent — harness architecture for rapidly building vertical AI agents, with deep reasoning loops, visual workflows, RAG, and A2A delegation.

1154. after-effects-mcp - ⭐ 807 MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.

1155. Context - ⭐ 805 Native macOS client for Model Context Protocol (MCP)

1156. Wax - ⭐ 805 Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

1157. acemcp - ⭐ 802 一个将ACE(Augment Context Engine) 做成MCP的项目

1158. vllora - ⭐ 800 Debug your AI agents

1159. numasec - ⭐ 800 The AI Agent for Cyber Security.

1160. minecraft-mcp-server - ⭐ 799 A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction

1161. second-brain-cloudflare - ⭐ 798 One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare’s free tier.

1162. mcp-marketplace - ⭐ 796 This is the official repository for submitting MCP servers to be included in Cline’s MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.

1163. GhidrAssistMCP - ⭐ 794 An native MCP server extension for Ghidra

1164. line-bot-mcp-server - ⭐ 793 MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

1165. VibeUE - ⭐ 793 Unreal Engine Vibe Coding tool

1166. bernstein - ⭐ 792 Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

1167. drift - ⭐ 792 Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

1168. opencode-studio - ⭐ 791 web GUI for securely managing local OpenCode configuration

1169. mcp - ⭐ 791 A MCP server implementation for hyperbrowser

1170. HowToCook-mcp - ⭐ 791 基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server

1171. hippo-memory - ⭐ 785 Stop re-teaching your agent. Make your agent’s memory work like a brain. Hippo is long-term memory for coding agents. It’s a critical layer for your AI harness that connects across your different tools (Cursor, Claude Code, Codex). It keeps your proprietary data completely local, and it actually learns over time.

1172. storybloq - ⭐ 782 Project memory and workflows for Claude Code and Codex. Keep stories, plans, handovers, and review evidence in your repo. Resume across sessions and follow progress in the Mac app.

1173. ima2-gen - ⭐ 781 Local-first visual generation runtime and studio for people and coding agents, with reproducible image and video workflows across multiple providers.

1174. flux-operator - ⭐ 781 GitOps on Autopilot Mode

1175. Flawless - ⭐ 780 AI SRE AgenticOps for Kubernetes and cloud infrastructure.

1176. llm-functions - ⭐ 777 Easily create LLM tools and agents using plain Bash/JavaScript/Python functions.

1177. clojure-mcp - ⭐ 777 Clojure MCP

1178. travel-hacking-toolkit - ⭐ 777 AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

1179. runno - ⭐ 775 Sandboxed runtime for programming languages and WASI binaries. Works in the browser, on your server, or via MCP.

1180. formae - ⭐ 775 Open-source Infrastructure As Code that starts from what already runs. formae discovers your estate, versions drift and hands back current code. A Terraform and Pulumi alternative built on Pkl, with an MCP server for AI agents.

1181. stash - ⭐ 771 Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.

1182. Adobe_Premiere_Pro_MCP - ⭐ 771 Adobe Premiere Pro MCP. Tools for AI-driven video editing via MCP, for Codex, Claude, and other MCP clients.

1183. codeseek - ⭐ 767 Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

1184. prism-insight - ⭐ 766 AI-based stock analysis and trading system

1185. context-portal - ⭐ 765 Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.

1186. purple - ⭐ 762 Free, open-source terminal SSH manager and SSH config editor in Rust for macOS and Linux that keeps ~/.ssh/config in sync with 18 cloud providers, monitors live SSH tunnels and manages Docker and Podman containers fleet-wide. Plus scp, Vault SSH certs and an MCP server for AI agents.

1187. elementor-mcp - ⭐ 759 WordPress MCP server with 234 Free tools and 547 total with Pro for building pages, managing content, and operating your site. Availability depends on installed integrations and enabled tools.

1188. android-remote-control-mcp - ⭐ 758 An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.

1189. trypost - ⭐ 758 Open-source social media scheduler built for AI agents and the teams behind them. Create, schedule and publish posts to every network through MCP or the REST API, or write them yourself in a composer your team will love.

1190. lisa.py - ⭐ 757 LLDB MCP Integration + other helpful commands

1191. codanna - ⭐ 757 Local code intelligence MCP server and CLI for AI coding agents

1192. openmcp-client - ⭐ 754 All in one vscode plugin for mcp developer

1193. anythingmcp - ⭐ 754 MCP gateway for AI agents: turn any REST/OpenAPI, GraphQL, SOAP or SQL API into MCP tools. 560 ready-made connectors (SAP, ERP, e-commerce) with RBAC, SSO, audit logs and a knowledge graph.

1194. docling-mcp - ⭐ 750 Making docling agentic through MCP

1195. MetasploitMCP - ⭐ 749 MCP Server for Metasploit

1196. mcp-server-docker - ⭐ 749 MCP server for Docker

1197. novamira - ⭐ 748 MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations

1198. Better-Fullstack - ⭐ 747 Scaffold production-ready full-stack apps in TypeScript, Rust, Python, Go, and Java with a visual builder and CLI. Choose your frontend, backend, database, auth, AI, payments, and DevOps integrations, all wired together.

1199. obsidian-mcp - ⭐ 747 A simple MCP server for Obsidian

1200. memora - ⭐ 746 Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

1201. awesome-mcp-security - ⭐ 743 🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

1202. mcp-proxy - ⭐ 743 An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

1203. AgenticX - ⭐ 742 AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

1204. MimikaStudio - ⭐ 740 MimikaStudio - A local-first application for macOS (Apple Silicon) + Agentic MCP Support

1205. just-prompt - ⭐ 739 just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

1206. Feishu-MCP - ⭐ 737 Feishu / Lark 飞书文档与任务管理工具，支持 MCP 服务器和 CLI + Skill 两种使用方式，可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具

1207. blueprint-mcp - ⭐ 731 Diagram generation for understanding codebases and system architecture using Nano Banana Pro.

1208. open-ptc-agent - ⭐ 731 An open source implementation of code execution with MCP (Programatic Tool Calling)

1209. swarmvault - ⭐ 731 The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy’s pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

1210. MegaMemory - ⭐ 729 Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

1211. arcticdb_mcp - ⭐ 728 MCP server for ArcticDB

1212. mcpcan - ⭐ 728 MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and STREAMABLEHTTP access protocols to deploy MCP。

1213. polymarket-mcp-server - ⭐ 728 🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grade safety features

1214. starwind-ui - ⭐ 726 55 framework-portable UI components for Astro, React, and Vue. Install accessible Tailwind CSS components as source you own, backed by a shared framework-neutral Runtime.

1215. mcp-server-elasticsearch - ⭐ 726

1216. anything-to-notebooklm - ⭐ 724 Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.

1217. MCP-Nest - ⭐ 724 A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

1218. passage-of-time-mcp - ⭐ 723 🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development.

1219. FofaMap - ⭐ 722 一款证据驱动的 FOFA 资产测绘智能体：支持自然语言侦察、AI 反思、CLI / MCP / Skill / REST API，以及经人工审批的 Nuclei 扫描。

1220. aeon - ⭐ 720 The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget forever.

1221. langgraph-mcp-agents - ⭐ 719 LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing various data sources and APIs through MCP tools.

1222. capa - ⭐ 718 One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents

1223. mcp-google-ads - ⭐ 717 An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.

1224. x64DbgMCPServer - ⭐ 716 x64DbgMCPServer made from c# with Claude, Windsurf and Cursor support

1225. zerobox - ⭐ 716 Lightweight, cross-platform process sandboxing powered by OpenAI Codex’s runtime. Sandbox any command with file, network, and credential controls.

1226. metaharness - ⭐ 716 🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).

1227. WinShun - ⭐ 714 Win顺：免费开源的 Windows 快速搜索启动器。双击 Ctrl，拼音秒搜文件、全文搜索 Word/Excel/PDF、剪贴板历史（代替 Win+V）、对话框搜索、任务栏搜索、插件、AI 助手 MCP。Free Windows search launcher: pinyin file search, full-text search, clipboard history, MCP server. Everything/Listary alternative.

1228. maverick-mcp - ⭐ 711 Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.

1229. trinity - ⭐ 710 Self-hosted AI Agents Platform for AI Native companies. Claude Code, Codex, Gemini, OpenCode agents. Apache 2.0.

1230. yutu - ⭐ 709 CLI, MCP server, and AI agent to automate YouTube workflows

1231. yupi-hot-monitor - ⭐ 706 2026 年编程导航 AI 编程实战新项目，基于 Node.js + Express + React + OpenRouter 的 AI 热点监控工具，支持多信息源聚合抓取（Twitter / Bing / HackerNews / B 站等 7+ 平台）、AI 查询扩展、AI 真假识别与相关性分析、WebSocket 实时推送、邮件通知、多维度筛选排序，并将热点监控能力封装为 Agent Skills 技能包。覆盖 Prisma + SQLite 数据库、Socket.io 实时通信、Axios + Cheerio 网页爬虫、OpenRouter 大模型接入、Aceternity UI 炫酷前端、node-cron 定时任务、VSCode Copilot Vibe Coding + MCP

1232. ktx-ai-data-agents-context - ⭐ 702 ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semantic layer

1233. swarmclaw - ⭐ 701 Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.

1234. obsidian-mcp-server - ⭐ 700 Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.

1235. langgraph-mcp-agents - ⭐ 700 LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing various data sources and APIs through MCP tools.

1236. horizon - ⭐ 700 GPU-accelerated terminal board that puts all your sessions on an infinite canvas

1237. dsh-antibrow - ⭐ 698 DeepSeek Harness plugin: give your agent a browser with a persistent identity - engine-level fingerprint spoofing, unlimited free local profiles, Android device emulation, passkeys that survive, and residential proxy egress.

1238. probe - ⭐ 695 AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code understanding.

1239. memoripy - ⭐ 694 Evidence-first local memory for AI agents with temporal versions, admission policies, citations, explainable recall, MCP, and audit tooling.

1240. mcp-filesystem-server - ⭐ 693 Go server implementing Model Context Protocol (MCP) for filesystem operations.

1241. theeleven - ⭐ 692 Eleven autonomous AI agents open live football prop markets on X Layer — custom Uniswap v4 hook, gasless USDT0 staking.

1242. adb-mcp - ⭐ 692

1243. buoy - ⭐ 691 Devtools that live in your React Native app. And answer to your agent. 25+ tools · desktop dashboard · MCP server for AI agents

1244. ios-mcp - ⭐ 691 让 Claude、Codex、Cursor 等 AI 助手看懂 iPhone 屏幕并直接操作手机的 iOS 自动化工具与 MCP Server，支持 UI 树获取、元素定位、截图与 OCR 识别、点击滑动、文字输入、应用管理和日志读取，适用于自动化测试与 iOS 逆向调试

1245. vibe - ⭐ 691 🎨 Vibe Design System - Official monday.com UI resources for application development in React.js

1246. mcp-handler - ⭐ 689 Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more

1247. mcp-mem0 - ⭐ 687 MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

1248. AnyTool - ⭐ 685 “AnyTool: Universal Tool-Use Layer for AI Agents”

1249. apktool-mcp-server - ⭐ 685 A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

1250. laravel-restify - ⭐ 684 Laravel API for Ai Agents and humans.

1251. ainativelang - ⭐ 681 AINL helps turn AI from “a smart conversation” into “a structured worker.” It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)

1252. mcp-obsidian - ⭐ 681 A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

1253. arcjet-js - ⭐ 681 Runtime security for AI apps and agents: prompt injection detection, tool-call authorization, sensitive-data redaction, bot protection, and rate limiting. Drop it into your JS/TS code.

1254. waggle - ⭐ 681 Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.

1255. tokensave - ⭐ 681 The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.

1256. gini-agent - ⭐ 679 The agent that remembers and learns.

1257. go-mcp - ⭐ 679 Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.

1258. UnrealGenAISupport - ⭐ 679 Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama, Local, Meshy, Tripo, Hunyuan3D, Rodin, fal, Dashscope, Seedream. NPC AI, agentic, chat, 3D gen, TTS, multimodal, image gen. UnrealMCP/UnrealClaude

1259. google-docs-mcp - ⭐ 678 The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.

1260. emilia-protocol - ⭐ 678 Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

1261. mcp-client-cli - ⭐ 678 A simple CLI to run LLM prompt and implement MCP client.

1262. cclsp - ⭐ 676 Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.

1263. sonarqube-mcp-server - ⭐ 675 Official SonarQube MCP Server for code quality and security in AI agents

1264. claude-talk-to-figma-mcp - ⭐ 673 A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and modify Figma designs

1265. awesome-a2a - ⭐ 672 Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.

1266. RAGLight - ⭐ 670 RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

1267. sqz - ⭐ 670 Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.

1268. docs.page - ⭐ 669 Instantly serve markdown from any GitHub branch as modern, agent-ready docs, with AI chat, MCP, and llms.txt.

1269. mcp-handler - ⭐ 669 Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more

1270. FLUJO - ⭐ 668 Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React

1271. kuvasz - ⭐ 668 Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration, a complete REST API and many more!

1272. innoshop - ⭐ 667 InnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports multiple AI models and native MCP (Model Context Protocol) for intelligent automation, with multi-language and multi-currency out of the box. Modular architecture and flexible plugin/theme system make it highly adaptable to diverse business needs.

1273. biomcp - ⭐ 667 BioMCP: Biomedical Model Context Protocol

1274. agentic-ai-apis - ⭐ 667 The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. Stop wasting weeks building infrastructure. Plug these in and ship your agent today.

1275. clihub - ⭐ 665 Turn any MCP server into CLI

1276. agent-kit - ⭐ 664 Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.

1277. MindOS - ⭐ 660 MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, controllable, and evolving symbiotically.

1278. DeepSeek-Code-Whale - ⭐ 660 Whale — blazingly fast, terminal-first AI coding agent for DeepSeek. ~98% prompt cache hit rate, 1M context, MCP tools, dynamic workflows.

1279. llm-search - ⭐ 659 Querying local documents, powered by LLM

1280. mcp-server-neon - ⭐ 658 MCP server for interacting with Neon Management API and databases

1281. rustunnel - ⭐ 657 Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, MCP server for AI agents.

1282. borsa-mcp - ⭐ 657 MCP Server for Turkish & American Stock Exchange and Fund Data

1283. blender-ai-mcp-addon - ⭐ 656 AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with OpenAI, ChatGPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon and plugin, copilot for 3D, bpy Python scripting, MCP integration.

1284. manim-mcp-server - ⭐ 655

1285. yacy_grid_mcp - ⭐ 653 The YaCy Grid Master Connect Program

1286. gini-agent - ⭐ 653 The agent that remembers and learns.

1287. MemoMind - ⭐ 652 Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud dependency.

1288. tsidp - ⭐ 652 A simple OIDC / OAuth Identity Provider (IdP) server for your tailnet.

1289. Synapse - ⭐ 651 Self-hosted AI workspace with shareable AI teammates, shared conversations, memory, and governed access to plugins, MCP tools, and local devices.

1290. dexto - ⭐ 650 Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included

1291. rails_ai_agents - ⭐ 647 Specialized AI skills, agents, rules and hooks for modern Rails AI driven-development + Spec-Driven-Development kit + MCP

1292. vestige - ⭐ 647 Local deterministic memory and safety kernel for AI agents. Replaces vector RAG with STRATA, a cryptographically signed, append-only ledger, so every agent state carries proof. Uses causal_walk engine to trace execution failures back to their root cause, and Operator Lite to block destructive terminal terminal commands before they ever run

1293. codex-mcp-server - ⭐ 647 MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex’s AI capabilities directly.

1294. CAD-MCP - ⭐ 647 CAD MCP Server

1295. a-share-mcp-is-just-i-need - ⭐ 646

1296. mcp-mermaid - ⭐ 646 ❤️ Generate mermaid diagram and chart with AI MCP dynamically.

1297. home-assistant-vibecode-agent - ⭐ 646 Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language

1298. python-utcp - ⭐ 645 Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

1299. workers-mcp - ⭐ 645 Talk to a Cloudflare Worker from Claude Desktop!

1300. sigmap - ⭐ 645 ~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server

1301. enrichmcp - ⭐ 643 EnrichMCP is a python framework for building data driven MCP servers

1302. agentty - ⭐ 643 AI pair programming in your terminal — one static binary, sub-ms startup, any model

1303. mateclaw - ⭐ 643 🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spring AI Alibaba.

1304. openanalytics - ⭐ 642 Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

1305. devnors-data-mcp - ⭐ 642 Devnors Data - MCP Server: MCP,Model Context Protocol,Claude,Cursor,WorkBuddy,接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,被执行人,关键词指数,微信指数,WeChat Index,热搜榜,微博热搜,抖音热搜,快递查询,Express Tracking,统一查询,/v1/data/query,API Key,AI Agent,LLM

1306. Overture - ⭐ 641 Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

1307. claude-code-plugins-plus - ⭐ 641 Claude Code Plugins Hub — browse and install 243 plugins (175 with Agent Skills v1.2.0). First 100% compliant with Anthropic 2025 Skills schema.

1308. mcp-redis - ⭐ 641 The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

1309. haiku.rag - ⭐ 641 Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

1310. openapi-mcp-generator - ⭐ 640 A tool that converts OpenAPI specifications to MCP server

1311. Cambium - ⭐ 639 Governance standard and reference toolset for LLM-maintained knowledge corpora

1312. sandbase-harness - ⭐ 636 Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

1313. lemma-platform - ⭐ 635 Multiplayer harness that shapes around your work. Agents, apps and workflows your team shares, used from Slack, Telegram, WhatsApp, Teams, Email, Web or your own AI agent.

1314. kalshi-ai-trading-bot - ⭐ 635 The honest edge layer for Kalshi prediction markets - an agent-native toolkit (CLI, MCP server, Claude skill) that measures whether you actually beat the book instead of claiming it.

1315. cloud-run-mcp - ⭐ 634 MCP server to deploy apps to Cloud Run

1316. ScienceClaw - ⭐ 633 ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

1317. LLMTornado - ⭐ 633 The .NET library to build AI agents with 30+ built-in connectors.

1318. apple-doc-mcp - ⭐ 632 MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support

1319. life-sciences - ⭐ 629 Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers.

1320. XActions - ⭐ 629 ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don’t follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API. Follow Bot. Like bot. Grow your account automatically.

1321. Corbell - ⭐ 628 AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

1322. mem-agent-mcp - ⭐ 626 mem-agent mcp server

1323. mcp-link - ⭐ 625 Convert Any OpenAPI V3 API to MCP Server

1324. agent-manager - ⭐ 625 The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI. Discord: discord.gg/ecS88An7pF

1325. things-mcp - ⭐ 625 Things.app MCP Server

1326. mcp-proxy - ⭐ 624 An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

1327. notebooklm-mcp - ⭐ 624

1328. google-search - ⭐ 623 A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

1329. phpMyFAQ - ⭐ 622 phpMyFAQ - Open Source FAQ web application for PHP 8.4+ and MySQL, PostgreSQL and other databases

1330. mda - ⭐ 622 MDA Open Spec — a Markdown superset for agent-facing documents. One .mda source compiles to drop-in SKILL.md, AGENTS.md, MCP-SERVER.md, and CLAUDE.md. JSON Schema validated, with typed dependency graph, footnote relationships, and Sigstore-anchored signatures. For agentskills.io and AAIF runtimes.

1331. skill-creator - ⭐ 621 Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI at runtime.

1332. cti-expert - ⭐ 618 CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, deterministic case pipeline + ICD-203 reports. No API keys required for core.

1333. codeg - ⭐ 617 A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) — desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills management, chat channel integration (Telegram, Lark, iLink), and integrated terminal, all accessible from any browser.

1334. appproxy - ⭐ 616 基于flutter的Android vpn代理工具支持mcp调用， Android VPN Proxy Tool Based on Flutter

1335. coolify-mcp - ⭐ 616 MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

1336. Aletheore - ⭐ 616 Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs.

1337. awesome-web3-mcp-servers - ⭐ 615 DeMCP is the first Decentralized MCP network, offering SSE proxies for MCP services and mainstream LLMs, tackling trust and security with TEE and blockchain.

1338. OpenSail - ⭐ 614 OpenSail is the open-source alternative to Codex App, Claude Desktop, Cursor, and Cowork for agentic software work.

1339. dbt-mcp - ⭐ 613 A MCP (Model Context Protocol) server for interacting with dbt.

1340. Get-Started-with-Web3 - ⭐ 612 Open-source bilingual AI-native Web3 curriculum: wallets, Bitcoin, Ethereum, DeFi, L2, DAO, smart accounts, llms.txt and MCP

1341. DejaVu - ⭐ 612 DejaVu — private, portable AI memory powered by Venice and stored locally

1342. daydreams - ⭐ 612 Daydreams is a set of tools for building agents for commerce

1343. MinerU-Document-Explorer - ⭐ 612 Agent-native knowledge engine with MCP tools for document indexing, wiki organization, fast retrieval and deep reading across PDF/DOCX/PPTX/Markdown

1344. skilldock - ⭐ 611 SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CLI, and other AI coding tools. Install, organize, edit, sync, and update Skills, MCP servers, and plugins with real-directory scanning and Git-aware Diff previews. AI Skill Manager / Skill 管理软件 / MCP 管理工具.

1345. line-harness-oss - ⭐ 610 L Harness — self-hosted LINE Official Account CRM: step messaging, broadcasts, forms and reservations, with MCP and TypeScript SDK. By Shudesu (野田修一).

1346. Agenvoy - ⭐ 610 A local AI agent harness in Go that runs 24/7 with auto-built tools, MCP, and Ollama

1347. ktx-ai-data-agents-mcp-context-skills - ⭐ 609 ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semantic layer

1348. vault - ⭐ 609 MCP prompt-injection scanning proxy — runtime security for MCP tool responses

1349. spotify-mcp - ⭐ 609 MCP to connect your LLM with Spotify.

1350. touchdesigner-mcp - ⭐ 605 MCP server for TouchDesigner

1351. x64dbgMCP - ⭐ 604 Model Context Protocol for x64dbg & x32dbg

1352. UnrealMCP - ⭐ 604 MCP to allow AI agents to control Unreal

1353. FantasyPremierLeague - ⭐ 604 Fantasy Premier League Kotlin/Compose Multiplatform sample

1354. mcp-server-youtube-transcript - ⭐ 602 This is an MCP server that allows you to directly download transcripts of YouTube videos.

1355. bm.md - ⭐ 602 更好用的 Markdown 排版助手｜一键适配微信公众号、网页与图片。

1356. claw-orchestrator - ⭐ 601 Run Claude Code, Codex, Antigravity, Grok Build and OpenCode behind one runtime, and a run only counts as done when checks it didn’t write pass. Cross-engine fan-out, councils, session handoff, spend caps, MCP server, ACP agent.

1357. autocad-mcp - ⭐ 601 MCP server for AutoCAD LT v3.1: freehand AutoLISP execution, 8 consolidated tools, File IPC + ezdxf backends, focus-free dispatch, undo/redo, P&ID symbols, and robust IPC with ESC prefix and UTF-8 fallback. Companion agent skill: puran-water/autocad-drafting

1358. chroma-mcp - ⭐ 600 A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma

1359. tunnel-client - ⭐ 600 Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet.

1360. evo-ai - ⭐ 599 Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

1361. mcp-pointer - ⭐ 599 MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

1362. mcp-for-argocd - ⭐ 598 An implementation of Model Context Protocol (MCP) server for Argo CD.

1363. Godot-MCP - ⭐ 597 An MCP for Godot that lets you create and edit games in the Godot game engine with tools like Claude

1364. seo - ⭐ 597 SEO for agent-native teams. Your agent gets your real Search Console, Google Analytics, Bing and crawl data through an MCP server and CLI, so it stops guessing.

1365. echokit_server - ⭐ 593 Open Source Voice Agent Platform

1366. MCP-Universe - ⭐ 592 MCP-Universe is a comprehensive framework designed for RL training, benchmarking, and developing AI agents for general tool-use.

1367. youtube-mcp-server - ⭐ 591 MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analytics

1368. open-harness - ⭐ 590 A code-first, composable SDK to build powerful AI agents

1369. mcp.el - ⭐ 589 An Mcp client inside Emacs

1370. evo-ai - ⭐ 588 Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

1371. ctx - ⭐ 587 Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.

1372. mcp-sequentialthinking-tools - ⭐ 586 🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

1373. human-skill-tree - ⭐ 585 🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类养成记：AI 驱动的终身学习技能树

1374. langgraph-mcp - ⭐ 584 LangGraph solution template for MCP

1375. prd-taskmaster - ⭐ 584 Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation, dependency-ordered task graph, evidence-gated execution.

1376. mcp-pandoc - ⭐ 584 MCP server for document format conversion using pandoc.

1377. agent-opfor - ⭐ 584 Open-source adversary emulation for AI agents and MCP servers.

1378. envkit-releases - ⭐ 584 EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB, PostgreSQL, Redis, MongoDB, Mailpit, Node.js, trusted .test HTTPS, and a built-in MCP server for AI-assistant control. A Laragon/XAMPP/Herd alternative.

1379. claude-codex-settings - ⭐ 583 My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.

1380. mcp-server-weread - ⭐ 583 微信读书MCP

1381. multimodal-agents-course - ⭐ 583 An MCP Multimodal AI Agent with eyes and ears!

1382. blockbench-mcp-plugin - ⭐ 583 Adds MCP server to Blockbench

1383. traktor - ⭐ 581 Traktor Game Engine

1384. docsagent - ⭐ 578 ⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.

1385. vite-plugin-vue-mcp - ⭐ 578 Vite plugin that enables a MCP server helping models to understand your Vue app better.

1386. resend-mcp - ⭐ 578 The official MCP server to send emails and interact with Resend

1387. Compartment - ⭐ 576 Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

1388. homeassistant-mcp - ⭐ 576 A MCP server for Home Assistant

1389. apple-health-mcp - ⭐ 576 Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, workouts, activity and heart data from a local export.

1390. Interceptor - ⭐ 574 Browser automation and computer use for AI agents. One CLI and MCP server for your signed-in browser, native macOS apps, and real iPhones.

1391. rails-mcp-server - ⭐ 574 A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.

1392. kraken-cli - ⭐ 571 The first AI-native CLI for trading crypto, stocks, forex, and derivatives.

1393. iterm-mcp - ⭐ 571 A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

1394. discord-mcp - ⭐ 569 A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.

1395. enferno - ⭐ 568 Lean Flask framework built for coding agents: Vue 3 + Vuetify with no build step, production-ready auth (2FA, passkeys, OAuth), AGENTS.md, an agent skill and a read-only MCP server. No webpack, no node_modules, just Python.

1396. ChatbotX - ⭐ 564 All-in-one chat marketing platform for agentic workflows via APIs, CLI, and MCP. An open-source alternative to ManyChat, Chatfuel, and Wati 🤖

1397. llm-mcp-rag - ⭐ 563 LLM + MCP + RAG = Magic

1398. token-optimizer-mcp - ⭐ 563 Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

1399. ironcurtain - ⭐ 562 A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)

1400. claude-code-mastery - ⭐ 558 The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands

1401. LLM-Agents-Ecosystem-Handbook - ⭐ 556 One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

1402. seo-monster - ⭐ 556 SEOMonster: a local, user-credential-driven MCP server for SEO workflows over Google Search Console, GA4, PageSpeed Insights, and Cloudflare. Read-first, open source.

1403. caswaf - ⭐ 555 Casbin AI & MCP security gateway for HTTP, online demo: https://door.caswaf.com

1404. casbin-gateway - ⭐ 555 Casbin AI & MCP security gateway for HTTP, online demo: https://door.caswaf.com

1405. mcp-shield - ⭐ 555 Security scanner for MCP servers

1406. Mantic.sh - ⭐ 554 A structural code search engine for Al agents.

1407. open-multi-agent-canvas - ⭐ 554 The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

1408. fastapi-mcp-langgraph-template - ⭐ 553 A modern template for agentic orchestration — built for rapid iteration and scalable deployment using highly customizable, community-supported tools like MCP, LangGraph, and more.

1409. mcp-youtube - ⭐ 552 A Model-Context Protocol Server for YouTube

1410. tda - ⭐ 552 TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

1411. mcp-server-airbnb - ⭐ 551 Search Airbnb using your AI Agent

1412. awesome-copilot-agents - ⭐ 550 ✨ A curated list of awesome GitHub instructions, prompt, skills, MCPs and agent markdown files for enhancing your GitHub Copilot AI experience.

1413. WyckoffTradingAgent - ⭐ 550 Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share screening, CLI workflows, and MCP tools.灵感来自秋生trader @Hoyooyoo

1414. n8n-workflow-builder - ⭐ 549 AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.

1415. kagimcp - ⭐ 549 The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

1416. camoufox-reverse-mcp - ⭐ 549 🔧 反检测浏览器 MCP Server | 35 个 JS 逆向工具 + C++ 引擎层 JSVMP 指纹追踪

1417. sap-ai-mcp-servers - ⭐ 549 A complete list of SAP MCP Servers and SAP AI Skills

1418. gateway - ⭐ 548 Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

1419. mcp-server-data-exploration - ⭐ 544

1420. WireMCP - ⭐ 544 An MCP for WireShark (tshark). Empower LLM’s with realtime network traffic analysis capability

1421. mcp-audit-tool - ⭐ 544 🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.

1422. MisakaNet - ⭐ 543 Re-debugging Solved Failures? No Way. 500+ Evidence-graded fix lessons, One MCP Call–>https://misakanet.org

1423. ethora - ⭐ 542 SDK monorepo for Ethora chat / messaging platform. (1) Pick an SDK for your frontend stack. (2) Integrate manually or using ethora-setup. (3) Optionally configure app settings, deploy AI agents etc. Server: ethora.com cloud [free]. Dedicated server + SLA option for enterprise customers.

1424. QuickDesk - ⭐ 542 QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.

1425. axuse - ⭐ 542 Accessibility-first browser & computer use for AI agents — one MCP server for every harness (Codex, Claude Code, OpenCode, Antigravity). Instruments the DOM/accessibility tree via CDP instead of screenshot loops: diffed snapshots, stable element refs, trusted input, typed errors. Zero dependencies

1426. pg-mcp-server - ⭐ 540

1427. pgmcp - ⭐ 540 An MCP server to query any Postgres database in natural language.

1428. genspark-claw - ⭐ 538 🦀⚡ Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep), zero-dependency Node.js installer, MCP server, one-line install

1429. anytype-mcp - ⭐ 538 An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.

1430. better-design - ⭐ 538 🎨 Open-source design MCP server + shadcn/ui registry — AI design systems for Claude Code, Cursor, Codex, GitHub Copilot & any MCP client. 31 brand-grade themes (Linear, Stripe, Vercel, Notion, Apple, Supabase, Figma…) + design tokens, UI principles & WCAG rules. Install any component with one command.

1431. semrush-ai-tool - ⭐ 537 Semrush SEO AI-powered analysis tool MCP server & CLI for keyword research, domain analytics, backlink analysis

1432. n8n-claw - ⭐ 537 OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-agents, proactive task management, media understanding - self-hosted with one setup script

1433. x64dbg-mcp - ⭐ 537 MCP server plugin for x64dbg debugger - enables AI agents and external tools to control debugging via JSON-RPC 2.0 over HTTP/SSE

1434. Mitsu - ⭐ 536 Meet Mitsu, your chibi red-team operator. Connect your AI provider, set the scope, and she can take an authorized pentest from recon and attack-surface mapping through vulnerability discovery, > exploitation, and post-exploitation, armored with 165+ MCP-connected tools and live session intel. Guide every step or let her pwn autonomously. ( ◠‿◠)

1435. mcp-server-motherduck - ⭐ 536 Local MCP server for DuckDB and MotherDuck

1436. anki-mcp-server - ⭐ 536 A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

1437. mcp-security - ⭐ 535

1438. mcp-server - ⭐ 534 MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can check it with one API call.

1439. work-iq-mcp - ⭐ 534 MCP Server and CLI for accessing Work IQ

1440. STS2MCP - ⭐ 533 Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

1441. dolphin-mcp - ⭐ 532

1442. butterbase-skills - ⭐ 532 Plugin for Butterbase.ai

1443. oracle3-prediction-market-agent - ⭐ 532 Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.

1444. kicad-mcp - ⭐ 531 Model Context Protocol server for KiCad on Mac, Windows, and Linux

1445. awesome-osint-mcp-servers - ⭐ 531 🔌 A curated list of OSINT MCP servers. Pull requests are welcomed!

1446. joinly - ⭐ 529 Make your meetings accessible to AI Agents

1447. h5i - ⭐ 529 Integrated sandbox for coding agents. Browser, dependencies, dev server, and workspace in one disposable environment. Local-first. No hosted sandbox. No SaaS account required.

1448. concierge - ⭐ 528 🚀 Universal SDK for building next-gen MCP servers

1449. CoexistAI - ⭐ 528 CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.

1450. unity-mcp-server - ⭐ 528 Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio.

1451. hevy-mcp - ⭐ 527 Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.

1452. firefox-devtools-mcp - ⭐ 527 Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi

1453. Agenvoy - ⭐ 526 A local AI agent harness in Go that runs 24/7 with auto-built tools, MCP, and Ollama

1454. keypaste - ⭐ 526 A KeePass-compatible password and secrets manager for people who work with AI agents.

1455. PerformanceMonitor - ⭐ 525 Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS, Postgres, Aurora Postgres.

1456. todoist-mcp - ⭐ 524 A set of tools to connect to AI agents, to allow them to use Todoist on a user’s behalf. Includes MCP support.

1457. agent - ⭐ 524 A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

1458. mcp-hub - ⭐ 524 A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

1459. Agent - ⭐ 523 Mac Agent for macOS 26: the agentic AI harness for your Mac Desktop. Computer use, automation, scripting, coding, and more. Powered by 18+ providers across local and cloud LLMs.

1460. talk-to-girlfriend-ai - ⭐ 522 im busy building ai agents so why not let an ai talk to my girlfriend? (i am single)

1461. mcp-ssh-manager - ⭐ 522 MCP server for SSH: let Claude Code, Codex and any MCP client run commands, transfer files and manage servers over SSH, with human approval, an encrypted vault and a live audit trail. Desktop app and CLI included.

1462. UnityMCP - ⭐ 521

1463. prometheus-mcp-server - ⭐ 521 A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

1464. jarvis-assistant-vocal - ⭐ 521 Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.

1465. claudexor - ⭐ 519 Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.

1466. octocode - ⭐ 518 Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

1467. roam-code - ⭐ 517 Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

1468. tossinvest-cli - ⭐ 517 공식 API에 없는 30+ 기능까지, 터미널과 AI에서 쓰세요. 토스증권 비공식 CLI·MCP.

1469. designing-real-world-ai-agents-workshop - ⭐ 517 Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video

1470. audio-studio-mcp - ⭐ 517 Local AI BGM and sound effects for Claude Code and any MCP client. Stable Audio 3 on Apple Silicon (MLX) and Windows NVIDIA GPUs (PyTorch). No cloud, no API key.

1471. mingyu - ⭐ 516 八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

1472. mcp-server-bash-sdk - ⭐ 516 MCP server SDK/example implemented entirely in bash — build a Model Context Protocol server with no runtime dependency beyond a POSIX shell.

1473. sketchup-mcp - ⭐ 516 Sketchup Model Context Protocol

1474. MCPSpy - ⭐ 515 MCP Monitoring with eBPF

1475. ghostcrew - ⭐ 515 GhostCrew is an AI agent framework for bug bounty hunting, red-team operations, pentesting, and operator education. It integrates LLM autonomy, multi-agent coordination, and MCP extensibility with a minimal core toolset, supported by RAG for context-aware reasoning, a persistent internal state, reproducible workflows, and interactive assistance.

1476. claude-code-skills - ⭐ 515 Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimization, community workflows. Includes hex-line (hash-verified editing), hex-graph (code knowledge graph), and hex-ssh (remote SSH) MCP servers.

1477. gemini-cli-desktop - ⭐ 515 Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search across past conversations, and manage MCP servers, all from one multilingual interface, locally or remotely.

1478. claude-debugs-for-you - ⭐ 514 Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

1479. blitzstrike - ⭐ 514 Blitz Strike — a universal MCP security-audit toolbelt. Reconnaissance at speed. Analysis in depth. Validation before report.

1480. desktop - ⭐ 513 Yak is all you need

1481. freee-mcp - ⭐ 513 Model Context Protocol (MCP) server for freee API integration

1482. caura - ⭐ 513 Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

1483. Deuz-SDK - ⭐ 512 TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents and multi-agent swarms: durable execution, long-term memory, hybrid RAG, MCP client/server, A2A, human-in-the-loop approvals, CodeAct sandboxes, realtime voice. One streaming API, 29 providers: Claude, GPT, Gemini, Grok, DeepSeek, Ollama. Node, Bun, Deno, edge.

1484. mcp-bench - ⭐ 512 MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers

1485. mcp-registry - ⭐ 511 Official Docker MCP registry

1486. mcd-wrapped - ⭐ 510 M-CODE WRAPPED · 麦当劳数据全景报告 + 个人年报 + 方言播报

1487. GhidrAssistMCP - ⭐ 510 An MCP extension for Ghidra

1488. pullmd - ⭐ 508 Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Claude Code skill, Reddit-aware, refreshable share links.

1489. multimodal-agents-course - ⭐ 507 An MCP Multimodal AI Agent with eyes and ears!

1490. web-agent-protocol - ⭐ 507 🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

1491. lunar - ⭐ 506 lunar.dev: Agent native MCP Gateway for governance and security

1492. copilot-mcp - ⭐ 506 A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

1493. memtrace-public - ⭐ 506 Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

1494. docker-mcp - ⭐ 505 A docker MCP Server (modelcontextprotocol)

1495. godot-mcp - ⭐ 504 MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.

1496. strava-mcp - ⭐ 503 A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs

1497. vibe-check-mcp-server - ⭐ 502 Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

1498. agents - ⭐ 500 Open-source marketing agents for Claude, ChatGPT, Codex, OpenClaw & Hermes. One plugin: SEO audits, GEO / AI-visibility, local SEO, KOL pricing, social listening & competitive intelligence from read-only public data over MCP.

1499. Orkas-VideoStudio - ⭐ 500 Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.

1500. iam-policy-autopilot - ⭐ 500 IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.

1501. aseprite-ai-artist - ⭐ 498 Your coding agent paints pixel art in the Aseprite window you already have open. MCP server + skills for Claude Code, omp, Codex, Gemini CLI and Cursor — draws, looks at its work, animates and exports. Gallery and benchmark: pixeli.pebbly.space

1502. open-second-brain - ⭐ 497 Local-first 🧠 memory for Hermes Agent that lives in your Obsidian vault and remembers project context. Nightly 😴 dream passes turn repeat corrections into confirmed preferences with measurable confidence. Adapters ship for Claude Code, Codex, and OpenClaw, with an MCP server for anything else.

1503. openreality - ⭐ 496 Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

1504. marionette_mcp - ⭐ 495 MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.

1505. PentestAgent - ⭐ 493 All-in-one offensive security toolbox with AI agent and MCP architecture. Integrates tools like Nmap, Metasploit, FFUF, SQLMap. Enables pentesting, bug bounty hunting, threat hunting, and reporting. RAG-based responses with local knowledge base support.

1506. darknet-mcp-server - ⭐ 493 66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onion access, malware analysis, blockchain intel, exploit search, stealer logs

1507. polymarket-paper-trader - ⭐ 493 Paper trading simulator for Polymarket

1508. mcp-youtube-transcript - ⭐ 493 MCP server retrieving transcripts of YouTube videos

1509. facebook-marketplace-mcp - ⭐ 492 MCP server for searching Facebook Marketplace via Chrome session cookies

1510. agent-trade-kit - ⭐ 492 OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

1511. UnityMCP - ⭐ 491

1512. mcp-gsuite - ⭐ 491 MCP Server to interact with Google Gsuite prodcuts

1513. mcp-remote-macos-use - ⭐ 490 The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

1514. multi-agent - ⭐ 490 A multi-agent travel assistant system built using the Agent2Agent (A2A) protocol and MCP (Model Context Protocol)

1515. MCP-Zero - ⭐ 489 MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

1516. puppeteer-mcp-server - ⭐ 489 This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.

1517. spotify-mcp-server - ⭐ 488 Lightweight MCP server for Spotify

1518. awesome-mcp-devtools - ⭐ 487 A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.

1519. mcp - ⭐ 487 MCP Server for interacting with Salesforce instances

1520. mcpe - ⭐ 486 ReMinecraftPE - A custom experience based on Minecraft PE as of 2011.

1521. xhs-mcp - ⭐ 486 小红书MCP服务 x-s x-t js逆向

1522. NetCoreKevin - ⭐ 486 🤖基于.NET搭建的企业级中台AI知识库智能体开源架构：Skills技能管理、AI-Qdrant知识库、知识库重排模型、AI联网搜索、多智能体协同、聊天记录压缩策略、智能体权限管控、AgentFramework、RAG检索增强、本地Ollama AI模型调用、智能体技能可控加载、领域事件、一库多租户、Log4、Jwt、CAP、SignalR、Mcp、Ioc、Hangfire、RabbitMQ、Xunit、前端（Vue + Ant Design）

1523. Octopoda-OS - ⭐ 486 The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

1524. r3bl-open-core - ⭐ 486 Fully async Rust TUI engine 🦀. For powering AI/LLM coding agents, Cloud/SSH workflows & interactive CLIs: non-blocking readline, inline dialogs, React/Elm-style full-screen TUI, Markdown editor, PTY multiplexing & rust-analyzer MCP server.

1525. Drissionpage-MCP-Server - ⭐ 485 DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

1526. mcp-google-map - ⭐ 485 18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and local SEO—via MCP or standalone CLI.

1527. flyto-core - ⭐ 484 AI said it finished. Flyto2 shows the proof.

1528. cordum - ⭐ 483 The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.

1529. notebooklm-skill - ⭐ 483 NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.

1530. director - ⭐ 482 MCP Playbooks for AI agents

1531. skills - ⭐ 482 AI agent skills for UnifAPI MCP and public-data workflows

1532. kubeledger - ⭐ 481 System of Record for Kubernetes cost accounting: per-namespace CPU, memory and GPU usage, with the 30% non-allocatable overhead made visible. Connects to AI assistants via MCP (Claude, Gemini, Mistral, Cursor) for plain-language analysis. Formerly Kube-Opex-Analytics.

1533. stitch - ⭐ 479 The Stitch extension for Gemini CLI enables you to interact with the Stitch MCP server using natural language commands.

1534. todoist-ai - ⭐ 478 A set of tools to connect to AI agents, to allow them to use Todoist on a user’s behalf. Includes MCP support.

1535. atlas-mcp-server - ⭐ 478 A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

1536. director - ⭐ 476 MCP Playbooks for AI agents

1537. unifapi - ⭐ 476 UnifAPI — One Unified API for AI Agents

1538. tidewave_rails - ⭐ 476 MCP server with runtime-level tools for Rails development

1539. kmcp - ⭐ 476 CLI tool and Kubernetes Controller for building, testing and deploying MCP servers

1540. agent-skills-hub - ⭐ 476 Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync

1541. HarnessKit - ⭐ 476 More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI coding agent. 🌟 Star if you like it!

1542. laravel - ⭐ 475 An SDK building Laravel MCP servers

1543. camel-examples - ⭐ 475 Apache Camel Examples

1544. askimo - ⭐ 475 AI Client for chat, RAG, Skills, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)

1545. db-mcp-server - ⭐ 474 A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

1546. ai-dive-deep - ⭐ 470 Vlad’s Playbook — the operator’s field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (AFC pitch + sanitized client audit). Read it → dive.vladyslavpodoliako.com

1547. solon-ai - ⭐ 469 Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

1548. mcp - ⭐ 469 Repository containing MCP (Model Context Protocol) servers that provides a suite of tools for managing and interacting with Oracle products.

1549. Lynkr - ⭐ 468 Streamline your workflow with Lynkr, a CLI tool that acts as an HTTP proxy for efficient code interactions using Claude Code CLI.

1550. aser - ⭐ 467 Aser is a lightweight, self-assembling AI Agent frame.

1551. obsidian-mcp-plugin - ⭐ 467 High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.

1552. applescript-mcp - ⭐ 465 MCP server that execute applescript giving you full control of your Mac

1553. ida-multi-mcp - ⭐ 465 Multi-instance IDA Pro MCP server — analyze multiple binaries simultaneously through a single MCP endpoint.

1554. openaccountants - ⭐ 463 Open tax skills for AI: 2,250 skills across 266 jurisdictions, every figure cited to the law. Works in ChatGPT, Claude, Cursor and any MCP client.

1555. GrokSearch-rs - ⭐ 461 Rust MCP server for Grok web search and Tavily-backed source retrieval

1556. frida-mcp - ⭐ 461 MCP stdio server for frida

1557. mcp-cli - ⭐ 459 mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.

1558. meta-ads-analyzer - ⭐ 459 Meta Ads Analyzer skill + MCP server for Claude Code. Breakdown Effect, Learning Phase, and expert-level campaign diagnosis.

1559. doctor - ⭐ 458 Doctor is a tool for discovering, crawl, and indexing web sites to be exposed as an MCP server for LLM agents.

1560. photoshop-mcp - ⭐ 458 MCP server for Adobe Photoshop — 118 tools, recipe workflows, generative AI, standalone web UI. Control Photoshop from Cursor, Claude, or natural language.

1561. private-journal-mcp - ⭐ 458 A lightweight MCP server that provides Claude with a private journaling capability to process feelings and thoughts

1562. binary_ninja_mcp - ⭐ 457 A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.

1563. IDA-instances-MCP - ⭐ 456 Custom build of ida-pro-mcp - stability-hardened MCP server for hosting headless IDA Pro instances

1564. plinth - ⭐ 456 Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers.

1565. airtable-mcp-server - ⭐ 456 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

1566. speakeasy - ⭐ 456 Build APIs your users love ❤️ with Speakeasy. ✨ Polished and type-safe SDKs. 🌐 Terraform providers, MCP servers, CLIs and Contract Tests for your API. OpenAPI native.

1567. Redbook-Search-Comment-MCP2.0 - ⭐ 456 这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client（如Claude for Desktop），帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。

1568. claude-code-statusline - ⭐ 453 Transform your Claude Code terminal with atomic precision statusline. Features flexible layouts, real-time cost tracking, MCP monitoring, prayer times, and beautiful themes.

1569. welsonjs - ⭐ 451 WelsonJS - Build a Windows app on the Windows built-in JavaScript engine

1570. beever-atlas - ⭐ 451 Your First LLM-Wiki Conversation Knowledge Base

1571. ue-mcp - ⭐ 451 Complete Unreal Engine development toolkit exposed as MCP tools.

1572. mcp-teams-server - ⭐ 450 An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

1573. zapier-mcp - ⭐ 450 Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands of apps.

1574. ifc-lite - ⭐ 450 IFC toolkit to parse, view, query, edit, validate, and export building models. Browser-first WebGPU viewer, TypeScript SDK, CLI, MCP server and Rust/WASM core with exact-arithmetic geometry kernel.

1575. outlook-mcp - ⭐ 449 MCP server for Claude to access Outlook data via Microsoft Graph API

1576. scrumboy - ⭐ 448 Self-hosted project management • Customizable boards • Cross-project workload and flow analytics • Calendar/Agenda • Sticky-note wall • Imports/Backups • Email notifications • MCP/Agent automation

1577. ai-agent-team - ⭐ 448 AI Agent Team-拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装，支持中英文命令，大幅提升开发效率！

1578. premiere-pro-mcp - ⭐ 448 Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect Claude, Codex, or Cursor through a local CEP bridge.

1579. mcp - ⭐ 447 Baidu Map MCP Server

1580. mcp-server-trello - ⭐ 447 A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.

1581. mcp-cli - ⭐ 447 A CLI inspector for the Model Context Protocol

1582. CharDesk - ⭐ 447 A Unicode canvas for humans and AI. Draw diagrams, interfaces, and slides as editable text.

1583. nexus - ⭐ 446 Govern & Secure your AI

1584. nexus - ⭐ 446 Govern & Secure your AI

1585. learn-low-code-agentic-ai - ⭐ 445 Low-Code Full-Stack Agentic AI Development using LLMs, n8n, Loveable, UXPilot, Supabase and MCP. Class Videos: https://www.youtube.com/playlist?list=PL0vKVrkG4hWq5T6yqCtUL7ol9rDuEyzBH

1586. godot-mcp - ⭐ 445 MCP Server and Godot Plugin for AI-assisted game development

1587. mcp-send-email - ⭐ 444 Send emails directly from Cursor with this email sending MCP server

1588. droidmind - ⭐ 444 Control your Android devices with AI using Model Context Protocol

1589. ZeroToken - ⭐ 442 ZeroToken — Record once, automate forever. A lightweight MCP for agent-driven browser automation, script recording, and scheduled execution.

1590. Security-Detections-MCP - ⭐ 440 MCP to help Defenders Detection Engineer Harder and Smarter

1591. sandboxed.sh - ⭐ 440 Safe runtime for autonomous on-chain AI agents: isolated sandboxes, Library skills, encrypted secrets, and OKX read-only security checks.

1592. code-context-engine - ⭐ 440 Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

1593. atomicmemory - ⭐ 440 Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.

1594. chatluna - ⭐ 439 多平台模型接入，可扩展，多种输出格式，提供大语言模型聊天服务的插件 | A bot plugin for LLM chat with multi-model integration, extensibility, and various output formats

1595. mcp-server-spec-driven-development - ⭐ 439 Spec-Driven Development MCP Server, not just Vibe Coding

1596. minthcm - ⭐ 439 Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in.

1597. geo-score - ⭐ 438 Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.

1598. azure-ai-travel-agents - ⭐ 437 A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple AI agents orchestrated by Langchain.js, Llamaindex.TS and Microsoft Agent Framework.

1599. Molio - ⭐ 437 A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with LLM Wiki, knowledge graphs, and agent workflows.

1600. bazi-mcp - ⭐ 436 MCP server for Bazi (八字) information

1601. mcp - ⭐ 436 Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.

1602. wmux - ⭐ 436 The ADE for AI agents. Automate everything else. Do your true work.

1603. quickbooks-online-mcp-server - ⭐ 436 The QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose QBO features as callable tools, enabling developers to build AI apps that fetch real-time QBO data through MCP.

1604. azmx - ⭐ 435 AZMX AI — The sovereign agent platform.

1605. RenderDocMCP - ⭐ 434

1606. mcp-reddit - ⭐ 434 A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

1607. classifier-dev - ⭐ 434 Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev

1608. katmer-code - ⭐ 433 Claude Code inside Obsidian — academic research skills, inline diff editing, MCP support

1609. mcp-server-solidworks - ⭐ 433 This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.

1610. kratos-transport - ⭐ 432 kratos transport layer extension, support: rabbitmq,kafka,rocketmq,activemq,apollo,mcp,tcp,websocket…

1611. mcpstore - ⭐ 431 Elegantly manage your MCP services

1612. mcpstore - ⭐ 431 开盒即用的优雅管理mcp服务 | 结合Agent框架 | 作者听劝 | 已发布pypi | Vue页面demo

1613. dream-xi-ai - ⭐ 430 🏄 Dream XI AI turns isolated AI agents into a World Cup-level dream team.🏄 Dream XI AI 是一个面向复杂任务执行的 Multi-Agent 协作平台，借鉴足球“梦之队”阵型理念，将不同能力的 AI Agent 抽象为队长、组织核心、前锋、后卫、门将等角色，实现任务规划、工具执行、结果评审、风险拦截和最终交付的协同闭环。

1614. caura-memclaw - ⭐ 430 Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

1615. shinkai-local-ai-agents - ⭐ 429 Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes or less using a simple UI. Supports: MCPs, Remote and Local AI, Crypto and Payments.

1616. nexus - ⭐ 429 Govern & Secure your AI

1617. openclaw-claude-code - ⭐ 428 OpenClaw plugin — turn Claude Code CLI into a programmable, headless coding engine with plenty of tools, agent teams, and multi-model proxy

1618. entroly - ⭐ 427 Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.

1619. monarch-mcp-server - ⭐ 427 MCP Server for use with Monarch Money

1620. mcpadapt - ⭐ 425 Unlock 650+ MCP servers tools in your favorite agentic framework.

1621. mcp-odoo - ⭐ 425 Odoo MCP for AI agents — gated writes, multi-instance. Hosted product: https://erpipe.com

1622. mcp-local-rag - ⭐ 425 Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

1623. Google-Scholar-MCP-Server - ⭐ 425 A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

1624. marm-memory - ⭐ 424 Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

1625. claude-codepro - ⭐ 422 Production-Grade Development Environment for Claude Code. Quality automated. Context optimized. Testing enforced. Ship with confidence. ✔️

1626. skylos - ⭐ 422 Open-source Python, TypeScript, and Go SAST with dead code detection. Finds secrets, exploitable flows, and AI regressions. VS Code extension, GitHub Action, and MCP server for AI agents.

1627. station - ⭐ 422 Station is our open-source runtime that lets teams deploy agents on their own infrastructure with full control.

1628. mcp-alchemy - ⭐ 422 A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.

1629. mcpmark - ⭐ 420 MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.

1630. one-mcp - ⭐ 420 A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint.

1631. laradashboard - ⭐ 419 ⚡ Lara Dashboard - CMS by Laravel - All In One solution to start your Laravel Application from Basic to Enterprise. Manages Users, Roles, Permissions, Modules, Settings, Translations, Contents, Monitoring and every actions of your Laravel application. Complete solution for Laravel application with Tailwind, Livewire, Rest API, Unit-Tests and more.

1632. memento-mcp - ⭐ 418 Memento MCP: A Knowledge Graph Memory System for LLMs

1633. evil-winrm-py - ⭐ 418 Execute commands interactively on remote Windows machines using the WinRM protocol (just faster)

1634. mcp-apple-notes - ⭐ 417 Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

1635. mcp - ⭐ 417 A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.

1636. oxynote - ⭐ 417 An open‑source technical wiki connected to the systems it describes

1637. edgeone-pages-mcp - ⭐ 416 An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

1638. mcp-selenium - ⭐ 416 An MCP implementation for Selenium WebDriver

1639. agent-bridge - ⭐ 416 A local bridge for bidirectional collaboration between Claude Code and Codex. 连接 Claude Code 与 Codex 的本地实时协作桥接工具。

1640. agent-builder - ⭐ 415 An example agent demonstrating streaming, tool use, and interactivity from your terminal. This agent builder can help you to build your own agents and tools.

1641. mcp-server-12306 - ⭐ 415 12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

1642. network-sketcher - ⭐ 415 Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.

1643. automation-mcp - ⭐ 414 Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.

1644. studio - ⭐ 414 Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

1645. cursor-rules-java - ⭐ 411 An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MCP servers combined with a human-in-the-loop model to modernize real-world SDLC practices.

1646. claude-skills-mcp - ⭐ 411 MCP server for searching and retrieving Scientific Agent Skills using vector search

1647. comfyui-mcp-server - ⭐ 410 lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI

1648. f2c-mcp - ⭐ 410 F2C MCP Server

1649. mcp-servers-for-revit - ⭐ 410 🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project

1650. lsbot - ⭐ 409 Lean & Secure Bot

1651. ledgerforge - ⭐ 408 The ledger for AI-native money movement. An open-source double-entry ledger for wallets, payouts, marketplaces and billing, with exact integer money, a verifiable audit chain, server-enforced spending limits and approvals for AI agents, and an MCP server. Apache 2.0.

1652. twitter-mcp - ⭐ 407 A Model Context Protocol server allows to interact with Twitter, enabling posting tweets and searching Twitter.

1653. mcp-graphql - ⭐ 407 Model Context Protocol server for GraphQL

1654. open-skills - ⭐ 407 OpenSkills: Run Claude Skills Locally using any LLM

1655. mcp-server-odoo - ⭐ 407 Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

1656. distributed-load-testing-on-aws - ⭐ 406 Distributed Load Testing on AWS automates performance testing at scale, demonstrating how systems behave under different load conditions and helping identify potential performance issues throughout their lifecycle.

1657. clawdcursor - ⭐ 406 Local MCP server that gives any AI agent safe desktop control on Windows, macOS and Linux. Reads the screen as text and structure (accessibility + OCR) and acts by element name, with screenshots as the last resort. Multi-monitor aware, verifies every action, one safety gate.

1658. skillz - ⭐ 406 An MCP server for loading skills (shim for non-claude clients).

1659. thunderbird-mcp - ⭐ 406 MCP server for Thunderbird - enables AI assistants to access email, contacts, and calendars

1660. ai4j - ⭐ 405 一款JavaSDK用于快速接入AI大模型应用，整合多平台大模型，如OpenAi、智谱Zhipu(ChatGLM)、深度求索DeepSeek、月之暗面Moonshot(Kimi)、腾讯混元Hunyuan、零一万物(01)等等，提供统一的输入输出(对齐OpenAi)消除差异化，优化函数调用(Tool Call)，优化RAG调用、支持向量数据库(Pinecone)、内置联网增强，并且支持JDK1.8，为用户提供快速整合AI的能力。

1661. pageindex-mcp - ⭐ 405 MCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tree search to retrieve information like a human expert would.

1662. RestClient.Net - ⭐ 404 The safest way to make REST calls in C# with an MCP Generator

1663. agentcontrolplane - ⭐ 404 ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, clarity, and control. It is designed for outer-loop agents that run without supervision, and make asynchronous tool calls like requesting human feedback on key operations. Full MCP support.

1664. ast-grep-mcp - ⭐ 402

1665. nanobanana-mcp-server - ⭐ 402 AI image generation MCP server powered by Google Gemini, with smart model selection and 4K output

1666. mcp-code-graph - ⭐ 402 MCP Server for code graph analysis and visualization by CodeGPT

1667. Context-Engine - ⭐ 401 Context-Engine MCP - Agentic Context Compression Suite

1668. kindly-web-search-mcp-server - ⭐ 401 Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG.

1669. awesome-deepseek-harness - ⭐ 401 A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh

1670. mssql_mcp_server - ⭐ 401 A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure.

1671. slashdocs - ⭐ 401 Give your agents the power to publish reviewable HTML documents. Self-hosted server + CLI + remote MCP; agents push, humans review with comments and versions.

1672. mcptoon - ⭐ 401 One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI：管所有 MCP 工具与技能，工具发现省 99.2% token。

1673. MCP-SecurityTools - ⭐ 400 MCP-SecurityTools 是一个专注于收录和更新网络安全领域 MCP 的开源项目，旨在汇总、整理和优化各类与 MCP 相关的安全工具、技术及实战经验。

1674. MARS - ⭐ 400 REST framework for Delphi: JAX-RS style resources and routes, servers and clients, JWT, OpenAPI 3, FireDAC and Devart UniDAC/MyDAC/IBDAC, SSE, MCP servers for AI agents. Windows, Linux, Docker.

1675. bagel - ⭐ 400 Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.

1676. mcpproxy-go - ⭐ 400 Supercharge AI Agents, Safely

1677. stock-screener - ⭐ 400 CANSLIM & Minervini stock screener for 12 markets (US, China, HK, Japan, India, Korea, Taiwan & more). 80+ filters, StockBee-style breadth, group rankings, theme discovery and an AI research chatbot. Free daily static site + MCP server.

1678. mcp_massive - ⭐ 398 An MCP server for Massive.com Financial Market Data

1679. Gearsystem - ⭐ 398 Sega Master System / Game Gear / SG-1000 emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

1680. official-mcp-servers - ⭐ 398 A curated directory of 390+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.

1681. tentix - ⭐ 397 TenTix (10x Efficiency) - An AI native customer service platform with 10x accelerated resolution. Support MCP extension, and AI knowlage base system.

1682. Agentfy - ⭐ 397 🤖 Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple social media platforms. ASK ONCE, LET THE AGENT DO THE REST!

1683. mcp-server-azure-devops - ⭐ 397 An MCP server for Azure DevOps

1684. mcp-gateway - ⭐ 397 A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

1685. flutter-skill - ⭐ 397 AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.

1686. mcp-code-graph - ⭐ 396 MCP Server for code graph analysis and visualization by CodeGPT

1687. ableton-live-mcp-server - ⭐ 396 MCP Server implementation for Ableton Live OSC control

1688. ebook-mcp - ⭐ 396 A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.

1689. applescript-mcp - ⭐ 394 A macOS AppleScript MCP server

1690. Software-planning-mcp - ⭐ 394 An experiment in software planning using MCP

1691. nextcloud-mcp-server - ⭐ 394 Nextcloud MCP Server

1692. codflow - ⭐ 394 The open-source, COD-first e-commerce + delivery platform for Algeria built agentic-ready.

1693. mcp_flutter - ⭐ 393 MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.

1694. adminforth - ⭐ 393 Admin panels for humans and AI agents. Let agents search, update, and act on your data through built-in chat or MCP, with the same permissions as your team. Open-source and self-hosted.

1695. trading_skills - ⭐ 393 Claude powered advisor system for option traders

1696. mcp-gamehacking - ⭐ 393 MCP (Model Context Protocol) server for game hacking & reverse engineering. A structured knowledge base of 4,100+ skills with full source code archives, specialized agents, and workflow tools – designed to be plugged into Claude, Cursor, or any MCP-compatible client.

1697. blockrun-mcp - ⭐ 392 Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

1698. vscode-mcp-server - ⭐ 392 MCP server to expose VS Code editing features to an LLM for AI coding

1699. todoist-mcp-server - ⭐ 392 MCP server for Todoist integration enabling natural language task management with Claude

1700. mcp-fiscal-brasil - ⭐ 392 Servidor MCP fiscal brasileiro: CNPJ, NF-e, NFS-e, CT-e, SPED, eSocial, Simples Nacional, Reforma 2026. 44 tools, zero-cadastro, tabelas offline. Python.

1701. mcp-aktools - ⭐ 391 📈 提供股票、加密货币的数据查询和分析功能MCP服务器

1702. whatsapp-mcp - ⭐ 391 A read-only MCP server that lets your AI agent search and read your own WhatsApp messages. Use it free at whatsapp.finereli.com, or run your own copy on Cloudflare.

1703. groq-desktop-beta - ⭐ 390 Local Groq Desktop chat app with MCP support

1704. abcoder - ⭐ 390 deep, reliable and confidential coding-context

1705. mcp-hfspace - ⭐ 390 MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.

1706. qgis-mcp - ⭐ 390 Connect QGIS to AI agent through the Model Context Protocol (MCP)

1707. AdStrike - ⭐ 390 AI-powered modular Active Directory red-team framework for authorized penetration testing, AD enumeration, attack-path analysis, Kerberos/ADCS workflows, reporting, operator automation, and MCP server integration.

1708. minion-agent - ⭐ 389 A simple agent framework that’s capable of browser use + mcp + auto instrument + plan + deep research + more

1709. devopness - ⭐ 389 DevOps Happiness: 1-click or 1-prompt MCP. Deploy apps + infra + CI/CD on your cloud. Happy humans + reliable agents. 🚀

1710. resolve-claude-mcp - ⭐ 389 Connect DaVinci Resolve Studio to Claude AI through the Model Context Protocol (MCP)

1711. iphone-use - ⭐ 389 响应快 省Token， Let AI agents (Claude Code, Codex, any MCP client) drive a real iPhone · 让 AI agent 操作真实 iPhone：读屏、点击、输入、滑动，USB 或 Wi-Fi，自有 XCTest runner，可回放的 App flow。Open source, self-hosted on macOS.

1712. mcp-calculator - ⭐ 388 Xiaozhi MCP sample program

1713. mcp-database-server - ⭐ 388 MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

1714. computer-use-mcp - ⭐ 388 💻 Give AI models complete control of your computer (probably a bad idea)

1715. EDDI - ⭐ 387 Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 19+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

1716. xcode-mcp-server - ⭐ 386 MCP Server implementation for Xcode integration

1717. hotclip - ⭐ 386 免费开源的 AI 剪辑 / 直播切片工具:长视频、直播回放、播客一键切成爆款竖屏短视频,直发抖音/快手/B站/小红书/视频号——AI 找高光金句、弹幕热度进爆点判断、自动加字幕、横屏转竖屏,本地运行无水印不上传 | Free open-source Opus Clip alternative, 100% local: AI clips long videos & livestream VODs into viral 9:16 shorts for TikTok & YouTube Shorts. No credits, no watermark, no uploads. Win/macOS/Linux.

1718. xero-mcp-server - ⭐ 385 An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction

1719. skillport - ⭐ 385 Bring Agent Skills to Any AI Agent and Coding Agent — via CLI or MCP. Manage once, serve anywhere.

1720. cross-code-organizer - ⭐ 385 Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context budget, and backups.

1721. google-news-scraper - ⭐ 384 Lightweight scraper for Google News

1722. intervals-mcp-server - ⭐ 384 Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.

1723. Droidline - ⭐ 384 Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No ADB, no USB cable, no root.

1724. clawreins - ⭐ 383 Runtime security for OpenClaw agents. Scan, fix, monitor.

1725. django-mcp-server - ⭐ 383 Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI

1726. BloodHound-MCP-AI - ⭐ 383 BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.

1727. erickwendel-contributions-mcp - ⭐ 383 A Model Context Protocol (MCP) server that provides tools to query Erick Wendel’s contributions across different platforms

1728. claude-code-tool-manager - ⭐ 382 GUI app to manage MCP servers for Claude Code

1729. azan-mcp - ⭐ 382 Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.

1730. mcd-cn-assistant - ⭐ 381 🍟 麦当劳中国官方 MCP 智能助手技能：把 35 个原子工具编排成 4 条业务流 —— 活动推送 · 联名关注 · 最优惠点餐 · 多人群点聚合账单。算价用 calculate-price 真算，下单必二次确认。｜McDonald’s China MCP agent skill: campaigns, collab watch, best-value ordering, group bill splitting.

1731. mcp-k8s-go - ⭐ 381 MCP server connecting to Kubernetes

1732. run-model-context-protocol-servers-with-aws-lambda - ⭐ 381 Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

1733. claude-in-mobile - ⭐ 381 MCP server for mobile and desktop automation — Android (via ADB), iOS Simulator (via simctl), and Desktop (Compose Multiplatform). Like Claude in Chrome but for mobile devices and desktop apps

1734. PlanExe - ⭐ 380 Create a plan from a description in minutes

1735. sec-edgar-mcp - ⭐ 380 A SEC EDGAR MCP (Model Context Protocol) Server

1736. agentseal - ⭐ 379 Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

1737. labs-ai-tools-for-devs - ⭐ 379 Your trusted home for discovering MCP tools – seamlessly integrated into Docker

1738. evm-mcp-server - ⭐ 379 MCP server that provides LLMs with tools for interacting with EVM networks

1739. openchatx-mcp - ⭐ 379 Turn ChatGPT into a local agent runtime. Operate your computer, use local tools, discover MCP servers, and delegate work to your own models through one MCP connection.

1740. graphlit-mcp-server - ⭐ 378 Model Context Protocol (MCP) Server for Graphlit Platform

1741. copilot-plugins - ⭐ 378 The official GitHub Copilot plugins collection — MCP servers, skills, hooks, and other extensibility tools for GitHub Copilot.

1742. fxhoudinimcp - ⭐ 378 The most comprehensive MCP server for SideFX Houdini.

1743. MCPSharp - ⭐ 377 MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

1744. harnss - ⭐ 377 Open-source, desktop client/UI build to harness Claude Code, Codex and any other Agent accepting Agent Client Protocol. Run multiple AI coding agents side by side with rich tool visualization, MCP integrations, built-in terminal, git, browser and just about anything else you may need.

1745. api - ⭐ 377 Official Python SDK for the Vulners vulnerability-intelligence API — search CVEs, exploits and advisories (CVSS/EPSS/KEV), audit software, Linux/Windows hosts and SBOMs, and stream the whole graph. Typed sync + async clients, 100% v3-compatible, with a built-in MCP server for AI agents.

1746. goofish-cli - ⭐ 377 闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents

1747. 1c_mcp - ⭐ 376 Инструмент для создания MCP-серверов в 1С:Предприятие путем разработки расширения конфигурации. Позволяет интегрировать данные и функциональность 1С с AI-ассистентами (Claude, Cursor и т.д.). Включает Python-прокси и пример расширения 1С с готовыми инструментами.

1748. gptr-mcp - ⭐ 376 MCP server for enabling LLM applications to perform deep research via the MCP protocol

1749. muxin - ⭐ 376 All your machines, one app. For you and your AI agents: agent sessions, desktops, files, logs and GitHub across your Macs, Linux and Windows machines, with an MCP server.

1750. CAAL - ⭐ 375 Local voice assistant that learns new abilities via auto-discovered n8n workflows exposed as tools via MCP

1751. live-stream-downloader - ⭐ 375 Download M3U8 live streams to the local disk

1752. AI-company - ⭐ 375 Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

1753. RetroMCP-Java - ⭐ 374 A rewrite of MCP to provide support for many versions of Minecraft which were never supported by original MCP

1754. mnemo - ⭐ 373 A MCP-Ready Intelligence Engine for Data & Agent-as-a-Service.

1755. tfmcp - ⭐ 372 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️

1756. docfork-mcp - ⭐ 372 Docfork MCP - Up-to-date Docs for AI Agents.

1757. Construction-Hazard-Detection - ⭐ 372 Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

1758. AgentRecall-X - ⭐ 372 Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.

1759. hermes-mcp - ⭐ 371 Elixir Model Context Protocol (MCP) SDK

1760. renderdoc-mcp - ⭐ 371 An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame captures and debug graphics pipelines.

1761. lingti-bot - ⭐ 370 🐕⚡「极简至上 效率为王 秒级接入 一链即用」的 AI Bot

1762. Anemoi - ⭐ 369 Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol

1763. mcp-odoo - ⭐ 369 Odoo MCP for AI agents — 41 tools, gated writes, multi-instance. Free hosted: ERPipe → mcp.erpipe.com

1764. mcp-email-server - ⭐ 369 Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP.

1765. data-go-mcp-servers - ⭐ 369 Korea public data portal (data.go.kr) API MCP servers

1766. funplay-cocos-mcp - ⭐ 369 The Most Advanced MCP Server for Cocos Creator Editor with execute_javascript, prompts/resources, screenshots, asset dependency validation, tool profiles, one-click client configuration, and editor automation.

1767. mcp2mqtt - ⭐ 368 本项目通过将 MCP 协议转换为 MQTT 协议，我们能够利用强大的大型语言模型（LLMs），就能轻松操控您的智能家居、机器人或其他硬件设备。

1768. mcp-sdk-php - ⭐ 367 Model Context Protocol SDK for PHP

1769. facebook-ads-mcp-server - ⭐ 366

1770. smart-drawio-next - ⭐ 366 Editable Draw.io diagrams for research and architecture: Next.js web app, Agent Skill, and local MCP server.

1771. hookdeck-cli - ⭐ 366 CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.

1772. cli - ⭐ 366 Official Model Studio CLI（阿里云百炼 CLI）built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.

1773. graphicle - ⭐ 366 Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.

1774. daymon - ⭐ 365 Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchestrates your own virtual team. Free.

1775. mcpsnoop - ⭐ 365 Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export OpenTelemetry spans.

1776. mcp-proxy-for-aws - ⭐ 365 AWS MCP Proxy Server

1777. lean-lsp-mcp - ⭐ 364 Lean Theorem Prover MCP

1778. mcp-server - ⭐ 363 Mapbox Model Context Protocol (MCP) server

1779. yahoo-finance-mcp - ⭐ 363 This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

1780. tinystruct - ⭐ 363 A lightweight, modular Java application framework for web and CLI development, designed for AI integration and plugin-based architecture. Enabling developers to create robust solutions with ease for building efficient and scalable applications.

1781. rosetta - ⭐ 363 An instruction layer for AI coding agent

1782. desktop - ⭐ 362 Agentify Desktop lets Codex/Claude/OpenCode control your logged-in ChatGPT, Claude, AiStudio, Gemini, Grok, Perplexity web sessions via MCP, parallel hidden/visible tabs, file upload + image download

1783. Awwwards-mcp - ⭐ 362 Free, open-source MCP server that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode, ZCode…) design inspiration from award-winning websites — search with real screenshots, pull design DNA, capture and record live sites. A Mobbin alternative. No API key.

1784. Awesome-Gemini-Omni-API-Prompts - ⭐ 361 Curated Google Gemini Omni prompts & API examples — text-to-video, image-to-video, video edit via the Gemini Omni API on muapi.ai. Python wrapper, MCP server, REST examples.

1785. mcp-omnisearch - ⭐ 360 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecrawl, Tavily, Kagi). Includes GitHub search. All through a single interface.

1786. deepseek-mcp-server - ⭐ 359 Model Context Protocol server for DeepSeek’s advanced language models

1787. Ace-Mcp-Node - ⭐ 359 Acemcp 是一个高性能的 MCP (Model Context Protocol) 服务器，专为 AI 助手（如 Claude、GPT 等）提供代码库索引和语义搜索能力。通过 Acemcp，AI 助手可以： 🔍 快速搜索和理解大型代码库 📊 获取带行号的精确代码片段 🤖 自动增量更新索引 🌐 通过 Web 界面管理和调试

1788. obsidian-claude-code-mcp - ⭐ 358 Connect Claude Code and other AI tools to your Obsidian notes using Model Context Protocol (MCP)

1789. pinion-os - ⭐ 357 Client SDK, Claude plugin and skill framework for the Pinion protocol. x402 micropayments on Base.

1790. tilth - ⭐ 357 Smart code reading for humans and AI agents. Definitions, callers, dependencies and function-level diffs from tree-sitter. One binary, no index. MCP server + CLI. Install: cargo install tilth or npx tilth

1791. tableau-mcp - ⭐ 357 Tableau’s official MCP Server. Helping agents see and understand data.

1792. h1-brain - ⭐ 356 MCP server that connects AI assistants to HackerOne for bug bounty hunting

1793. mcp-server-macos-use - ⭐ 355 AI agent that controls computer with OS-level tools, MCP compatible, works with any model

1794. vtcode - ⭐ 355 VT Code - Semantic coding agent in the terminal

1795. MemoryMesh - ⭐ 354 A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.

1796. doris-mcp-server - ⭐ 354 Apache Doris MCP Server

1797. OpenLore - ⭐ 353 Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.

1798. mcp-server-apple-shortcuts - ⭐ 352

1799. StatsPAI - ⭐ 352 StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, Skills, an MCP server, and R/Stata parity validation.

1800. interactive-mcp - ⭐ 351 Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

1801. oya-browser - ⭐ 351 The browser control plane for AI agents. One API over Oya Cloud, Browserbase, Steel, Anchor, Browser Use and your own Chrome, with persistent personas, CAPTCHA and MFA handling, and live human takeover.

1802. ddddocr - ⭐ 351 ddddocr rust 版本，ocr_api_server rust 版本，二进制版本，验证码识别，不依赖 opencv 库，跨平台运行，AI MCP 支持，a simple OCR API server, very easy to deploy。

1803. hass-mcp - ⭐ 351 Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

1804. mcp-for-next.js - ⭐ 350

1805. devtools-debugger-mcp - ⭐ 350 An MCP server exposing full Chrome DevTools Protocol debugging: breakpoints, step/run, call stacks, eval, and source maps.

1806. plane-mcp-server - ⭐ 349 Plane’s Official Model Context Protocol Server 🔌 ⌨️ 🔥

1807. telegram-mcp - ⭐ 348 Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.

1808. base-mcp - ⭐ 348 A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Base network and Coinbase API.

1809. PocketRisu - ⭐ 348 Self-hosted AI roleplay chat platform you run on your PC or personal server, forked from Risuai

1810. investor-agent - ⭐ 348 A Model Context Protocol server for building an investor agent

1811. revit-mcp - ⭐ 347 AI-Powered Revit Modeling

1812. codemogger - ⭐ 347 Codemogger is a code indexing library and MCP server for AI coding agents

1813. redd-archiver - ⭐ 346 A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.

1814. linear-mcp-server - ⭐ 346 A server that integrates Linear’s project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.

1815. generator - ⭐ 344 CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.

1816. agent-harness-generator - ⭐ 344 🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).

1817. mcp-documentation-server - ⭐ 343 MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

1818. photoshop-python-api-mcp-server - ⭐ 343 A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop’s Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.

1819. Aegis - ⭐ 341 Runtime policy enforcement for AI agents. Cryptographic audit trail, human-in-the-loop approvals, kill switch. Zero code changes.

1820. MaaMCP - ⭐ 341 基于 MaaFramework 的 MCP 服务器 为 AI 助手提供 Android 设备和 Windows 桌面自动化能力

1821. mcp-logseq - ⭐ 341 MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

1822. cpp-mcp - ⭐ 341 Lightweight C++ MCP (Model Context Protocol) SDK

1823. agent-skills - ⭐ 340 Skills, MCP servers, Custom Coding Agents, Agents.md for SDKs to ground Coding Agents

1824. real-estate-mcp - ⭐ 340 🏠 Ask Claude about Korean apartment prices — powered by 국토교통부 open API

1825. mcp-server-code-execution-mode - ⭐ 340 An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic’s and Cloudflare’s ideas for reducing MCP tool definitions context bloat.

1826. mcsmcp - ⭐ 339 Lab for creating an MCP Server and using it in Microsoft Copilot Studio.

1827. moling - ⭐ 339 MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant.

1828. awesome-cursor-mpc-server - ⭐ 339 Example of an MCP server with custom tools that can be called directly from cursor

1829. TradingAgents-MCPmode - ⭐ 338 TradingAgents-MCPmode 是一个创新的多智能体交易分析系统，集成了 Model Context Protocol (MCP) 工具，实现了智能化的股票分析和交易决策流程。系统通过多个专业化智能体的协作，提供全面的市场分析、投资建议和风险管理。

1830. STS2-Agent - ⭐ 338 杀戮尖塔2的MOD，将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server，供支持 MCP 的AI客户端直接调用

1831. daiso-mcp - ⭐ 338 설치·API 키 없이 바로 사용하는 공개 원격 MCP: https://mcp.aka.page · 다이소·편의점 재고, 주변 장소, 유가, 영화 조회. 에이전트 빠른 시작: https://mcp.aka.page/llms.txt

1832. mac_messages_mcp - ⭐ 338 An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

1833. emisar - ⭐ 337 Let AI agents investigate and operate infrastructure through declared actions, bounded by policy and host-side checks. Approvals when required, with an audit trail. By Protectorate.

1834. mesh - ⭐ 337 One secure endpoint for every MCP server. Deploy anywhere.

1835. DebugMCP - ⭐ 337 Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.

1836. wexin-read-mcp - ⭐ 335 能够让大模型阅读微信公众号文章，使用浏览器模拟绕过反爬虫。

1837. OpenCode-Everything-You-Need-to-Know - ⭐ 334 The ultimate all-in-one guide to mastering OpenCode. From installation, Zen model router setup, TUI mastery, commands, skills, agents, workflows, automation, and integrations, to MCP servers, plugins, packed with step-by-step tutorials, real-world examples, and expert strategies to make this the global go-to repo for OpenCode mastery.

1838. open-mcp - ⭐ 333

1839. imagesorcery-mcp - ⭐ 333 An MCP server providing tools for image processing operations

1840. mcp-server-simulator-ios-idb - ⭐ 333 A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.

1841. mcp-servers-hub - ⭐ 332 Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.

1842. Ori-Mnemos - ⭐ 332 Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

1843. browser-control-mcp - ⭐ 332 MCP server paired with a browser extension that enables AI agents to control the user’s browser.

1844. mcp-ical - ⭐ 332 A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

1845. OverleafMCP - ⭐ 332 Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.

1846. Frappe_Assistant_Core - ⭐ 332 Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model

1847. CodeGraphContext - ⭐ 331 An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

1848. MCPControl - ⭐ 330 MCP server for Windows OS automation

1849. css-mcp - ⭐ 330

1850. mcp-linker - ⭐ 330 mcp store manager, add & syncs MCP server configurations across clients like Claude code, Cursor💡mcphub

1851. lemmalog - ⭐ 330 A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain.

1852. laravel-mcp-server - ⭐ 330 A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a scalable tool system for enterprise environments.

1853. zypher-agent - ⭐ 329 A minimal yet powerful framework for creating AI agents with full control over tools, providers, and execution flow.

1854. mcp-server-tauri - ⭐ 329 A Model Context Protocol (MCP) server and plugin for Tauri v2 development

1855. nuphus-mcp - ⭐ 329 Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio). Not a DSH plugin — DSH users install dsh-nuphus-mcp.

1856. godot-mcp-pro - ⭐ 328 162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.

1857. mcp-server - ⭐ 328 Volcengine MCP Servers

1858. tw-legal-rag - ⭐ 328 台灣法律 MCP 伺服器 + CLI（免費、免註冊、免 API key）：2,250 萬筆裁判書、行政函釋、憲法法庭裁判，附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LLM, retrieval-only.

1859. synapse-ai - ⭐ 327 Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

1860. code-sandbox-mcp - ⭐ 327 An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.

1861. paws-on-mcp - ⭐ 326 A comprehensive Model Context Protocol (MCP) server implementing the latest specification.

1862. safe-mcp - ⭐ 325 SAFE-MCP is a comprehensive security framework for documenting and mitigating threats in the AI Agent ecosystem.

1863. postman-mcp-server - ⭐ 325 Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP)

1864. ClimateTraceKMP - ⭐ 324 Kotlin/Compose Multiplatform project to show climate related emission data from https://climatetrace.org/data.

1865. kite-mcp-server - ⭐ 324 Zerodha Kite MCP server

1866. mcp-neovim-server - ⭐ 323 Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library

1867. napi - ⭐ 323 Software architecture tooling for the AI age

1868. langconnect-client - ⭐ 323 A Modern GUI Interface for Vector Database Management(Supports MCP integration)

1869. mcp940 - ⭐ 323 Source code of minecraft 1.12

1870. Rube - ⭐ 322 Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like “Send an email” or “Create a task.”

1871. emcee - ⭐ 321 MCP generator for OpenAPIs 🫳🎤💥

1872. cymbal-air-toolbox-demo - ⭐ 321 Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.

1873. dext - ⭐ 321 Dext - Modern Full Stack Framework for Delphi

1874. readwise-skills - ⭐ 321 Agent skills for your Readwise and Reader data, powered by the Readwise MCP server/CLI. Triage your inbox, quiz yourself on what you’ve read, build a personalized now-reading page, and more.

1875. radare2-mcp - ⭐ 321 MCP stdio server for radare2

1876. mcp-everything-search - ⭐ 320

1877. cryptocurrency.cv - ⭐ 319 Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embeddable widgets, ChatGPT plugin, Claude MCP server, SDKs (Python, TypeScript, Go, React, PHP). AI/LLM ready. Vibe coding friendly. Open source.

1878. pydantic-resolve - ⭐ 319 A universal data composition tool that generates JSON RPC, GraphQL, and even MCP.

1879. Alice - ⭐ 318 Alice is a voice-first desktop AI assistant application built with Vue.js, Vite, and Electron. Advanced memory system, function calling, MCP support, optional fully local use, and more.

1880. Minecraft-Hack-BaseClient - ⭐ 318 This is a Minecraft Base Client

1881. AI-Kline - ⭐ 318 Python-based stock analysis tool that combines traditional technical analysis with AI prediction capabilities. Providing comprehensive stock analysis and forecasting using K-line charts, technical indicators, financial data, and news data. With CMD/WEB/MCP supported.

1882. Charles-mcp - ⭐ 318 Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts

1883. deep-research-mcp - ⭐ 317

1884. rabbithole - ⭐ 317 An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code, Codex, and any agent.

1885. linux-mcp-server - ⭐ 317 Tools to allow LLM clients to interact with Linux systems remotely

1886. workopia-mcp - ⭐ 316 Workopia MCP Server — free job search, resume builder & career advice for Claude, ChatGPT, Cursor.

1887. SpotifyScraper - ⭐ 316 Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

1888. mcpsvr - ⭐ 315 Discover Exceptional MCP Servers

1889. boot-ui - ⭐ 315 The missing developer UI for Spring Boot and Quarkus!

1890. autogenstudio-skills - ⭐ 314 Repo of skills for autogen studio using model context protocol (mcp)

1891. gemini-kit - ⭐ 314 🚀 19 AI Agents + 44 Commands for Gemini CLI - Code 10x faster with auto planning, testing, review & security

1892. mcp-git-ingest - ⭐ 314 A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

1893. apollo-mcp-server - ⭐ 314 Apollo MCP Server

1894. elasticsearch-mcp-server - ⭐ 314 A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

1895. octo-terminal-releases - ⭐ 313 Octo Terminal — The ultimate vibe coding terminal. AI-powered IDE with Claude, Codex, Ollama built-in. Terminal + editor + notes + browser in one app. Tauri + React + Rust.

1896. agents - ⭐ 312 AI agent tooling for data engineering workflows.

1897. chrome-devtools-mcp - ⭐ 312 An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

1898. facebook-ads-library-mcp - ⭐ 312 MCP Server for Facebook ADs Library - Get instant answers from FB’s ad library

1899. DashClaw - ⭐ 312 Remote approvals, policy checks, and execution evidence for unattended AI agents.

1900. affine-mcp-server - ⭐ 312 Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.

1901. Godot-MCP - ⭐ 312 Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.

1902. Flare - ⭐ 311 The graph based agentic IDE

1903. dext - ⭐ 310 Dext - Modern Full Stack Framework for Delphi

1904. tty-table - ⭐ 310 Cross-platform terminal table (Windows, Linux, macOS). Can also run in the browser console and provide. MCP server gives your coding agent with a quick way to add text-wrapped ASCII tables to your README or other files.

1905. perplexity-mcp - ⭐ 310 A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI’s API.

1906. deep-research-mcp - ⭐ 309

1907. obsidian-mcp - ⭐ 308 Obsidian MCP (Model Context Protocol) Server

1908. domain-check - ⭐ 308 Fast, universal domain availability checker - 1,200+ TLDs, pattern generation, RDAP with WHOIS fallback. CLI + Rust library + MCP server for AI agents.

1909. AgentRecall-MCP - ⭐ 308 Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.

1910. aider-mcp-server - ⭐ 308 Minimal MCP Server for Aider

1911. mcprouter - ⭐ 308 api router for MCP Servers

1912. lokka - ⭐ 308 MCP (Model Context Protocol) for Microsoft 365. Includes support for Microsoft Graph and other services

1913. reddit-mcp-server - ⭐ 308 ⚙️ A Model Context Protocol (MCP) that provides tools for fetching and creating Reddit content

1914. llm-context.py - ⭐ 307 Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

1915. agentao - ⭐ 307 Local-first, governed AI agent runtime for Python — embed it in your app, or run it as a CLI or ACP server. Permissions, MCP, memory and audit replay built in.

1916. mcp-server-mas-sequential-thinking - ⭐ 307 An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

1917. mcp-servers-nix - ⭐ 307 A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.

1918. MARM-Systems - ⭐ 305 Stop re-explaining yourself to AI. MARM offers persistent memory, cross-agent context sharing, write queues, swarm-ready presets, and compaction for clean recall. Includes a live web dashboard for managing memories, logs, and sessions. MCP connects over HTTP & STDIO and works with major LLMs like Claude, Codex, Grok, Gemini, and other models.

1919. sdk - ⭐ 305 Smithery helps AI agents access external services via a unified gateway.

1920. AIDA - ⭐ 305 AI-Driven Security Assessment - Connect AI to 400+ pentesting tools via MCP

1921. appium-mcp - ⭐ 305 Appium MCP on Steroids!

1922. mcp-claude-code - ⭐ 305 MCP implementation of Claude Code capabilities and more

1923. lumen - ⭐ 305 Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.

1924. SolidWorks - ⭐ 304 SolidWorks MCP Server connects an AI assistant to a running SolidWorks instance. Sketch, extrude, fillet, export STEP/STL, generate macros.

1925. cdp-bridge-mcp - ⭐ 304 MCP server that bridges clients to a real browser through CDP and a companion extension.

1926. openmcp - ⭐ 303 Turn any openapi file into an mcp server, with just the tools you need.

1927. tmux-mcp - ⭐ 303 A MCP server for our beloved terminal multiplexer tmux.

1928. automcp - ⭐ 303 Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers

1929. servicenow-mcp - ⭐ 303 MCP Server for ServiceNow

1930. guild - ⭐ 302 Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.

1931. Lucid - ⭐ 302 An intelligence layer grounding autonomous agents in verified, real-time knowledge at scale.

1932. hf-mcp-server - ⭐ 302 Hugging Face MCP Server

1933. reddit-mcp - ⭐ 302 Model Context Protocol server implementation for Reddit

1934. wikipedia-mcp - ⭐ 302 A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

1935. mcp-sse - ⭐ 301 A working pattern for SSE-based MCP clients and servers

1936. Dex - ⭐ 301 Your AI Chief of Staff — a personal operating system starter kit that adapts to your role. No coding required.

1937. gemini-antigravity-cli - ⭐ 301 gemini antigravity 2.0 cli google terminal ai agent tool agy migration guide mcp server plugin slash commands gemini 3.5 flash coding agent tool free

1938. syncso - ⭐ 301 Let your agents understand what’s happening locally, in real time — every experience across a city, with times, prices, booking links and images

1939. fennara-godot-ai - ⭐ 301 AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.

1940. mcp-openapi-server - ⭐ 301 MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource

1941. remote-mcp-server-with-auth - ⭐ 300 Template for a remote MCP server with GitHub OAuth - following best practices for building MCP servers so you can take this as a starting point for any MCP server you want to build!

1942. rust-docs-mcp-server - ⭐ 300 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

1943. DeepWideResearch - ⭐ 299 Agentic RAG for any scenario. Customize sources, depth, and width

1944. MCP-Server-Playwright - ⭐ 299 MCP server for browser automation using Playwright

1945. smythos-studio - ⭐ 299 SmythOS Studio: Open-Source Visual AI Agent Builder and deployable runtime stack from SmythOS. Start with an intuitive drag-and-drop workspace, extend with custom code, and deploy your agents anywhere — local, cloud, or edge — with full governance and control.

1946. awesome-claude - ⭐ 299 HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets: agents, MCP servers, skills, commands, hooks, rules, guides, tools, jobs, Raycast feeds, static data exports, and an npm MCP package.

1947. mcp - ⭐ 298 MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more

1948. spring-ai-summary - ⭐ 298 SpringAI，LLM，MCP，Embedding

1949. certctl - ⭐ 298 Self-hosted certificate lifecycle automation platform. Any CA, any server, zero human intervention. Full REST API, web dashboard, and agent-based deployment where private keys never leave your infrastructure. Includes CLI, MCP server for AI assistants, and compliance mapping for SOC 2, PCI-DSS, and NIST.

1950. ticktick-mcp - ⭐ 298 MCP server that interacts with TickTick (Dida 365) via the TickTick Open API

1951. claudit-sec - ⭐ 298 Security audit tool for Claude Desktop and Claude Code on macOS — single-command visibility into MCP servers, extensions, plugins, connectors, scheduled tasks, and permissions.

1952. homebutler - ⭐ 297 🏠 Tells you what changed on your server — only what’s worth telling. Single Go binary, no database, nothing running on the machines it watches. MCP server built in.

1953. agent-call - ⭐ 297 Open-source MCP server for safe, stateful AI-agent phone calls with OpenAI Realtime and Twilio.

1954. yt-dlp-mcp - ⭐ 297 A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp.

1955. perplexity-mcp - ⭐ 296 A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon

1956. consult7 - ⭐ 296 MCP server to consult a language model with large context size

1957. aws-mcp - ⭐ 296 Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.

1958. search-console-mcp - ⭐ 296 Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, Google Adsense and GA4, designed for AI agents and automation.

1959. mcp - ⭐ 296 Neo4j official MCP Server

1960. core - ⭐ 296 Native deterministic engine and read-only MCP server for engineering decisions.

1961. utcp-specification - ⭐ 295 The specification for the Universal Tool Calling Protocol

1962. EDT-MCP - ⭐ 295 MCP for 1C:EDT

1963. mcp-manager - ⭐ 295 simple web ui to manage mcp (model context protocol) servers in the claude app

1964. qanat - ⭐ 294 An MCP server for quant factor processing and backtesting. Connect it to your agent and ask.

1965. geminimcp - ⭐ 293 Gemini-MCP is an MCP server that encapsulates Google’s Gemini CLI tool into a standard MCP protocol interface, enabling Claude Code to invoke Gemini for AI-assisted programming tasks.

1966. sudocode - ⭐ 293 Lightweight agent orchestration dev tool that lives in your repo

1967. model-context-protocol-resources - ⭐ 293 Technical overview of the Model Context Protocol, current to the 2026-07-28 spec.

1968. AetherLink - ⭐ 291 AetherLink is a cross-platform AI assistant application that supports multiple mainstream AI models (OpenAI, Google Gemini, Anthropic Claude, Grok, etc.). Built with React, TypeScript, and Capacitor, it delivers a seamless conversational experience. Key features include customizable model configurations, multi-topic chat management, AI reasoning vi

1969. lets-learn-mcp-csharp - ⭐ 291

1970. blender-mcp-vxai - ⭐ 291

1971. CoWork-OS - ⭐ 291 Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts.

1972. api-agent - ⭐ 291 Universal MCP server for GraphQL/REST APIs

1973. emulo - ⭐ 291 Mine your Claude Code and Codex logs into a local you.md agent profile.

1974. mcp-proxy - ⭐ 291 A TypeScript streamable HTTP and SSE proxy for MCP servers that use stdio transport.

1975. AEnvironment - ⭐ 290 Standardized environment infrastructure for Agentic AI development.

1976. skill-manager - ⭐ 289 SkillDock is a skill manager and MCP manager for installing, viewing, updating, and syncing AI skills and MCP servers, with Git-aware updates to track upstream changes and local modifications. SkillDock 是一个用于安装、查看、更新和同步 AI skills 与 MCP servers 的 skill 管理工具和 MCP 管理工具，并支持 Git-aware 更新，用于跟踪上游变更和本地修改。

1977. meGPT - ⭐ 289 Code to process many kinds of content by an author into an MCP server

1978. alfanous - ⭐ 289 Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces…

1979. laravel-claude-code-setup - ⭐ 288 One-command setup for AI-powered Laravel development with Claude Code and MCP servers

1980. o3-search-mcp - ⭐ 287 MCP server for OpenAI o3 web search

1981. nova-proximity - ⭐ 287 Nova-Proximity is a MCP and Agent Skills security scanner powered with NOVA

1982. markmap-mcp-server - ⭐ 287 An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).

1983. mastergo-magic-mcp - ⭐ 286 MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models.

1984. safe-mcp - ⭐ 285 SAFE-MCP is a comprehensive security framework for documenting and mitigating threats in the AI Agent ecosystem.

1985. MaxMSP-MCP-Server - ⭐ 285 MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter)

1986. FileScopeMCP - ⭐ 284 Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

1987. awesome-fintech - ⭐ 284 A curated collection of open source fintech libraries and resources.

1988. openapi-to-mcpserver - ⭐ 284 A tool&lib that can automatically convert OpenAPI documents into Higress remote MCP server configurations.

1989. daan - ⭐ 283 ✨Lightweight LLM Client with MCP 🔌 & Characters 👤

1990. awesome-mcp-servers - ⭐ 283 A collection of MCP servers

1991. mcp-mongo-server - ⭐ 283 A Model Context Protocol Server for MongoDB

1992. mcp-gdrive - ⭐ 282 Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets

1993. claude-modular - ⭐ 282 Production-ready modular Claude Code framework with 30+ commands, token optimization, and MCP server integration. Achieves 2-10x productivity gains through systematic command organization and hierarchical configuration.

1994. human-mcp - ⭐ 282 Bringing Human Capabilities to AI Agents

1995. unity-cli-loop - ⭐ 282 Your Unity project’s AI autopilot. Compile, test, debug, repeat—until it just works.

1996. claude-code-organizer - ⭐ 282 Dashboard to manage Claude Code memories, configs, and MCP servers — security scanner for tool poisoning, context token budget tracker, duplicate cleanup, scope management. npx @mcpware/claude-code-organizer

1997. ai-code-interface.el - ⭐ 282 Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more

1998. DeepWideResearch - ⭐ 281 Agentic RAG for any scenario. Customize sources, depth, and width

1999. mcp-email-server - ⭐ 281 IMAP and SMTP via MCP Server

2000. metorial-index - ⭐ 281 Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉

2001. mcp-server-gsc - ⭐ 280 A Model Context Protocol (MCP) server providing access to Google Search Console

2002. mcp-manager - ⭐ 280 simple web ui to manage mcp (model context protocol) servers in the claude app

2003. nowledge-mem - ⭐ 280 Memory and context manager just works.

2004. ableton-mcp-extended - ⭐ 280 Ableton Live MCP (Model Context Protocol) server that allows control directly through AI assistants.

2005. dify-mcp-server - ⭐ 279 Model Context Protocol (MCP) Server for dify workflows

2006. knowledge-rag - ⭐ 279 Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

2007. monet - ⭐ 278 Monet — Multi-engine mission control for coding agents (Claude Code and Codex today). Browse, search, and drive your agent sessions from a native desktop app.

2008. MCP-handle - ⭐ 278 MCP integration platforms making AI-Agents developers focusing on their own tasks

2009. deepcontext-mcp - ⭐ 278 DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for faster, smarter context on large codebases.

2010. next-lens - ⭐ 277 A CLI that scans Next.js routes and provides quick insights from your terminal, web UI, and MCP.

2011. mcp-reasoner - ⭐ 277 A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation.

2012. vulnerable-mcp-servers-lab - ⭐ 277 A collection of servers which are deliberately vulnerable to learn Pentesting MCP Servers.

2013. mikrotik-mcp - ⭐ 277 MCP server for Mikrotik

2014. Context-Engine - ⭐ 276 Context-Engine MCP - Agentic Context Compression Suite

2015. servicenow-mcp - ⭐ 276 ServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery, read-only by default. Free and source available. Part of the NowAIKit suite.

2016. welink - ⭐ 276 🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 / 群聊画像

2017. oreilly-ai-agents - ⭐ 275 An introduction to the world of AI Agents

2018. pasal - ⭐ 275 Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.

2019. pctx - ⭐ 275 pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.

2020. ultra-mcp - ⭐ 274 100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support

2021. jinni - ⭐ 274 Bring your project into LLM context - tool and MCP server

2022. osp_marketing_tools - ⭐ 274 A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners’ core writing and product marketing techniques.

2023. DeLive - ⭐ 273 System audio capture + multi-provider ASR + local-first AI review workspace. Floating live captions, 12 ASR backends, 60+ languages, AI summary/chat/mindmap, Open API, MCP server, and Agent Skill.

2024. g-search-mcp - ⭐ 273 A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

2025. SerpScrap - ⭐ 273 SerpScrap retrieves structured search results for SEO, research, and automation. It is available as a Python package, a CLI, a Docker application, and an MCP-compatible server. Results are JSON-compatible and preserve the source engine, rank, URL, title, snippets, result type, and typed failures.

2026. codeindex - ⭐ 272 Repo dependency analyzer with blast-radius impact scoring for AI-assisted development.

2027. mcp-trends-hub - ⭐ 272 基于 Model Context Protocol (MCP) 协议的全网热点趋势一站式聚合服务

2028. proximity - ⭐ 271 Proximity is a MCP security scanner powered with NOVA

2029. livetennisapi-mcp - ⭐ 271 MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

2030. mcp-dev-latam - ⭐ 271 Open-source MCP servers for Latin American commerce — Pix, NF-e, banking, fiscal, logistics, and messaging across Brazil, Mexico, Argentina, Colombia, Chile, and Peru. MIT, on npm.

2031. Uni-CLI - ⭐ 271 One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and MCP.

2032. project-nova - ⭐ 270 A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge bases to DAWs, home automation to development tools. Includes system prompts, Dockerfiles, and workflows for a complete AI assistant ecosystem.

2033. BitFun - ⭐ 270 BitFun is an Agentic Development Environment (ADE，AI IDE) featuring a cutting-edge Code Agent system with four modes — Agentic, Plan, Debug, and Review. Extensible via MCP, Skills, custom Agents and Rules. Built with Rust + TypeScript for an ultra-lightweight, fluid cross-platform experience.

2034. vibing-steampunk - ⭐ 270 vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP

2035. claude-ai-mcp - ⭐ 270 Report issues related to MCP integration with Claude here.

2036. sms - ⭐ 270 simple mbtiles server

2037. actual-mcp - ⭐ 270 Model Context Protocol for Actual Budget API

2038. proximity - ⭐ 269 Proximity is a MCP security scanner powered with NOVA

2039. YourMemory - ⭐ 268 Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

2040. gram - ⭐ 268 Securely scale AI usage across your organization. A single stack to Connect, Secure, Observe and Distribute agents, MCPs, and Skills within your company.

2041. apple-health-mcp-server - ⭐ 268 MCP server for querying Apple Health data with natural language using DuckDB under the hood.

2042. ha-mcp-for-xiaozhi - ⭐ 268 Homeassistant MCP server for 小智AI

2043. mcp-echarts - ⭐ 267 🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

2044. kmsg - ⭐ 266 Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages via Accessibility automation.

2045. Easy-MCP-AutoCad - ⭐ 265 这个项目是一个基于Model Context Protocol (MCP)的AutoCAD集成服务器，它允许通过自然语言与AutoCAD进行交互。通过这个服务器，用户可以使用Claude等大型语言模型来创建、修改和分析AutoCAD图纸，同时还可以存储和查询CAD元素的相关数据。目前制作参考学习，仅实现端到端之间的通信，具体工具函数尚未晚上

2046. xiaozhi-client - ⭐ 265 小智AI客户端，目前主要用于MCP的对接

2047. enterprise-mcp-course - ⭐ 264 Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.

2048. mcp-maigret - ⭐ 264 MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.

2049. qveris-agent-toolkit - ⭐ 263 Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.

2050. 1flowbase - ⭐ 263 Build for agents — from the AI Gateway to the entire application stack.

2051. claude-config-editor - ⭐ 262 Claude Config Editor is a lightweight web tool that helps you clean and optimize your Claude Code/Desktop config files (.claude.json). Analyze project sizes, bulk delete chat histories, export data for backup, manage servers visually, and speed up Claude—all locally, with auto-backup, no dependencies, and cross-platform support.

2052. mcp-foundry - ⭐ 260 A MCP Server for Azure AI Foundry: it’s now moved to cloud, check the new Foundry MCP Server

2053. mcp-server-gemini - ⭐ 260 MCP server implementation for Google’s Gemini API

2054. unifi-mcp-server - ⭐ 260 An MCP server that leverages official UniFi API

2055. mcp-for-stata - ⭐ 260 A MCP server for integrating Stata into your agent loop with a safety-first design.

2056. Mimir - ⭐ 259 Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across sessions and chat contexts allowing worker agent to learn from errors in past runs. Includes Drag and Drop multi-agent orchestration

2057. jebmcp - ⭐ 259

2058. yuque-mcp-server - ⭐ 259 Yuque MCP Server - Model Context Protocol server for Yuque API

2059. corpusos - ⭐ 258 Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protocol. Any framework. Any provider.

2060. agentrove - ⭐ 258 Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.

2061. code-reasoning - ⭐ 257 A code reasoning MCP server, a fork of sequential-thinking

2062. PyScrappy - ⭐ 257 Adaptive Python web scraping toolkit + MCP server for AI agents. Self-healing selectors that survive site changes, TLS-fingerprint stealth to bypass anti-bot filters, CSS/XPath parsing, and 24 built-in scrapers, clean, structured, LLM-ready data from any URL.

2063. Doyunha-Gopeak - ⭐ 257 GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak

2064. mcpfusion - ⭐ 256 MCP Fusion - The TypeScript framework for secure MCP servers.

2065. swiss-ai-call-agent - ⭐ 256 Enterprise-grade AI Call Agent for the Swiss market – inbound & outbound calls, multilingual (DE/FR/IT), MCP architecture, Claude AI decision engine, real-time dashboard

2066. api200 - ⭐ 256 API 200 is an open source API gateway to simplify 3rd-party integrations. Import endpoints, set up caching, retries, and mocks. Access all services via one URL. Monitor logs, track errors, and get alerts on API incidents.

2067. mcp-engine-public - ⭐ 256 The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, modify your semantic model, and perform advanced analytics - all through natural conversation.

2068. agent-craft - ⭐ 255 AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体

2069. a2a-directory - ⭐ 254 Agent2Agent (A2A) – AgentCards, Servers, Clients, Docs

2070. agentregistry - ⭐ 254 Fast-track AI innovation with a centralized, trusted, curated registry

2071. WeChat-MCP - ⭐ 254 WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat for you

2072. zabbix-mcp-server - ⭐ 253 🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and documentation tools for seamless exploration of hosts, items, triggers, templates, problems, and more.

2073. aci-mcp - ⭐ 253 MCP server(s) for Aipolabs ACI.dev

2074. admin - ⭐ 253 Define and compose secure MCPs in TypeScript. Generate AI workflows and agents with React + Tailwind UI. Deploy anywhere.

2075. c2sagent - ⭐ 253 C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent 是一个轻量级的AI Agent构建平台，提供在线可配置的Agent，MCP，您可以一个HTTP请求的接口配置成为一个MCP工具，Agent之间可以进行自交流。并提供了单端口多A2A服务，MCP服务的解决方案

2076. Google-Research-MCP - ⭐ 253 MCP Server built for use with Claude Code, Claude Desktop, VS Code, Cline - enable google search and ability to follow links and research websites

2077. foundry-mcp-server - ⭐ 253 An experimental MCP Server for foundry built for Solidity devs

2078. mcp2py - ⭐ 253 Turn any MCP server into a Python module

2079. mcp_chatbot - ⭐ 253 A chatbot implementation compatible with MCP (terminal / streamlit supported)

2080. mcp-server - ⭐ 253 MCP server for interaction with Bitwarden.

2081. deeppowers - ⭐ 252 DEEPPOWERS is a Fully Homomorphic Encryption (FHE) framework built for MCP (Model Context Protocol), aiming to provide end-to-end privacy protection and high-efficiency computation for the upstream and downstream ecosystem of the MCP protocol.

2082. hydra-mcp-solana - ⭐ 252 hydra-ai

2083. Claude-Code-AI-Design - ⭐ 252 Claude Design Anthropic Tool Download April 2026 Figma to Code AI Agent Research Preview Claude Code CLI Integration React 19 Tailwind v4 Support Model Context Protocol MCP Server Setup Design Systems Automation UI UX Prototyping Next.js Component Generation Best Developer Tools 2026 Free Tutorial

2084. mcp-telegram - ⭐ 252 MCP Server for Telegram

2085. anki-mcp-server - ⭐ 252 MCP server for Anki via AnkiConnect

2086. vurb.ts - ⭐ 251 TypeScript framework for building production MCP servers. Fluent tool API, FSM gating, presenters, semantic routing, cache hints, Zod validation. Model-View-Agent architecture for the Model Context Protocol.

2087. MCPBench - ⭐ 251 The evaluation benchmark on MCP servers

2088. asset-intel-orchestration-engine - ⭐ 251 Open-source platform for multi-agent AI orchestration, real-world asset tokenization, and institutional-grade workflow automation. Includes OAuth 2.1 MCP agent management, a 44-field RWA schema, Stripe subscription billing, and a Cryptographic Airgap architecture designed to integrate with AetherNet QUAS post-quantum settlement.

2089. mcp-chatbot - ⭐ 251 A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP).

2090. AgentRecall - ⭐ 250 AI Session Memory with Think-Execute-Reflect Quality Loops — give your agent a brain that survives every session. Built on the Intelligent Distance principle.

2091. OpenImageDebugger - ⭐ 250 An advanced in-memory image visualization plugin for GDB and LLDB on Linux, with experimental support for MacOS and Windows. Previously known as gdb-imagewatch. Also available as an extension for VSCode and forks

2092. falcon-mcp - ⭐ 250 Connect AI agents to CrowdStrike Falcon for automated security analysis and threat hunting

2093. TIA_Portal_Openness_MCP - ⭐ 250 Drive Siemens TIA Portal V20/V21 (STEP 7, WinCC Unified) from any MCP client — create projects, generate PLC & HMI, compile & diagnose. Prebuilt runtime, no Openness coding required.

2094. mysql_mcp_server_pro - ⭐ 250 Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展

2095. OmniFocus-MCP - ⭐ 250 Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.

2096. netbox-mcp-server - ⭐ 250 Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

2097. forgetful - ⭐ 249 Opensource Memory for Agents

2098. scholar-search-mcp - ⭐ 249 An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.

2099. MoltBrain - ⭐ 248 Long-term memory layer for OpenClaw & MoltBook agents that learns and recalls your project context automatically.

2100. video-editing-mcp - ⭐ 248 MCP Interface for Video Jungle

2101. JoySafeter - ⭐ 248 🚀 JoySafeter: An enterprise AI Agent Platform—Not just chatting. building、running、testing, and tracing autonomous Agent Teams with visual orchestration…

2102. claude_code-gemini-mcp - ⭐ 248 Simplified Gemini for Claude Code.

2103. live-coding-music-mcp - ⭐ 248 A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.

2104. claude-recall - ⭐ 247 Long-term memory layer for MoltBot & Claude Code that learns and recalls your project context automatically

2105. suppr-mcp - ⭐ 247 超能文献|AI驱动的文档翻译与学术搜索服务。支持PDF、DOCX、PPTX等多格式文档的高质量翻译（支持11种语言），特别优化了数学公式翻译。同时提供PubMed学术文献智能搜索功能。更多访问：https://suppr.wilddata.cn

2106. dat - ⭐ 247 Asking yours data in a natural language way through pre-modeling (data models and semantic models).

2107. mcp-prompt-server - ⭐ 247 这是一个基于Model Context Protocol (MCP)的服务器，用于根据用户任务需求提供预设的prompt模板，帮助Cline/Cursor/Windsurf…更高效地执行各种任务。服务器将预设的prompt作为工具(tools)返回，以便在Cursor和Windsurf等编辑器中更好地使用。

2108. QMT-MCP - ⭐ 247 QMT-MCP 模块化量化交易助手

2109. firebase-mcp - ⭐ 247 🔥 Model Context Protocol (MCP) server for Firebase.

2110. paperless-mcp - ⭐ 247 An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.

2111. external-application-button - ⭐ 246 Communicate with external applications of your OS through a toolbar button or context menu item.

2112. weather-mcp-server - ⭐ 246 A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. Discuss on Hacker News:

2113. ArcRift - ⭐ 245 Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your local IDE agents (Cursor, Claude Code, Windsurf) powered by a local SQLite knowledge graph.

2114. omnicoreagent - ⭐ 245 Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.

2115. mcp-compass - ⭐ 245 MCP Discovery & Recommendation Service - Find the right MCP server for your needs

2116. mcp-server-code-runner - ⭐ 245 Code Runner MCP Server

2117. mcp-server-milvus - ⭐ 245 Model Context Protocol Servers for Milvus

2118. figma-flutter-mcp - ⭐ 244 An MCP server that provides the coding agents Figma’s design token to write Flutter code.

2119. Windows-MCP.Net - ⭐ 244 A .NET-based Windows desktop automation MCP (Model Context Protocol) server that provides AI assistants with the ability to interact with the Windows desktop environment.

2120. phone-mcp - ⭐ 244 A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human

2121. sample-serverless-mcp-servers - ⭐ 244 Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute

2122. geo-mcp-servers - ⭐ 244 A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the commercial location platforms.

2123. security-investigator - ⭐ 243 Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.

2124. mcp-todoist - ⭐ 243 MCP server that connects Claude to Todoist for natural language task and project management with bulk operations

2125. embodied-claude - ⭐ 243 Claudeに身体性を与えるMCP群

2126. remote-swe-agents - ⭐ 243 Autonomous SWE agent working in the cloud!

2127. mcp-maigret - ⭐ 242 MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.

2128. mcp-server-typescript - ⭐ 242 DataForSEO API modelcontextprotocol server

2129. binary-ninja-headless-mcp - ⭐ 242 Headless Binary Ninja MCP server — giving AI agents deep reverse-engineering capabilities via 180 tools.

2130. google-analytics-mcp - ⭐ 242 Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.

2131. MCP-connect - ⭐ 241 Enables cloud-based AI services to access local Stdio based MCP servers via HTTP requests

2132. DrissionPageMCP - ⭐ 241 基于DrissionPage和FastMCP的浏览器自动化MCP服务器，提供丰富的浏览器操作API供AI调用

2133. memory-graph - ⭐ 241 A graph DB-based MCP memory server for coding agents with intelligent relationship tracking

2134. claude-code-mcpinstall - ⭐ 240 Easy guide to installing Claude Code MCPs globally on your machine.

2135. mcp-victoriametrics - ⭐ 240 The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

2136. chat-mcp - ⭐ 239 A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with other LLMs.

2137. playwright-mcp - ⭐ 239 Playwright MCP fork that works with Cloudflare Browser Rendering

2138. PIXRA - ⭐ 239 Pixelize the real world on-chain

2139. vexor - ⭐ 239 A semantic search engine for files and code.

2140. ghost-mcp - ⭐ 239 A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.

2141. xiyan_mcp_server - ⭐ 238 A Model Context Protocol (MCP) server that enables natural language queries to databases

2142. agent - ⭐ 238 Taisly Agent Kit: MCP server, CLI, SDK, and agent docs for publishing videos to TikTok, Reels, Shorts, X, and Facebook.

2143. mcp-observatory - ⭐ 238 CI-native security testing for MCP servers. Attack simulation, schema drift detection, and health scoring before agents depend on them.

2144. mcp-on-vercel - ⭐ 238

2145. antd-components-mcp - ⭐ 238 An MCP service for Ant Design components query | 一个减少 Ant Design 组件代码生成幻觉的 MCP 服务，包含系统提示词、组件文档、API 文档、代码示例和更新日志查询

2146. integrate-mcp-with-copilot - ⭐ 238 Learn how to use MCP Servers with GitHub Copilot

2147. mcp-metatrader5-server - ⭐ 238 A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 trading platform. This server provides AI assistants with tools and resources to access market data, perform trading operations, and analyze trading history.

2148. mcp-server-synology - ⭐ 238 💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehensive file system tools.

2149. Google-Search-MCP-Server - ⭐ 237 MCP Server built for use with Claude Code, Claude Desktop, VS Code, Cline - enable google search and ability to follow links and research websites

2150. penpot-mcp - ⭐ 237 Penpot MCP server

2151. mcp-twikit - ⭐ 237 A Model Context Protocol (MCP) server for interacting with Twitter.

2152. mcp-server-commands - ⭐ 237 Model Context Protocol server to run commands (tool: runProcess)

2153. ruby_llm-mcp - ⭐ 236 Full-featured MCP support for Ruby and RubyLLM—making it easy to build structured, composable LLM workflows in pure Ruby.

2154. mindmap-mcp-server - ⭐ 236 mindmap, mcp server, artifact

2155. shopify-mcp - ⭐ 236 MCP server for Shopify api, usable on mcp hosts such as Claude and Cursor

2156. uber-eats-mcp-server - ⭐ 236

2157. mcp-bridge - ⭐ 236 Cocos Creator 2.4.x MCP 桥接插件 —— 启动本地 HTTP 服务，让 Claude 等 AI 通过 Model Context Protocol 直接操控编辑器：场景节点管理、组件增删改查、预制体离线修改、资源管理、项目构建等 30+ 工具全自动化。—— QQ群：788307395

2158. mcp-n8n-workflow-builder - ⭐ 236 AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON editing.

2159. persistent-ai-memory - ⭐ 235 A persistent local memory for AI, LLMs, or Copilot in VS Code.

2160. NFTIAI - ⭐ 235 NFTI AI — NFTI your AI Agents & Virtual IP. Bridging intelligent agents, MCP protocols, and RWA to create a new era of digital sovereignty.

2161. Lambda-MCP-Server - ⭐ 235 Creates a simple MCP tool server with “streaming” HTTP.

2162. reqable-mcp - ⭐ 235 MCP server for Reqable local capture data

2163. git-mcp-server - ⭐ 235 A Git MCP server for AI agents. STDIO & Streamable HTTP.

2164. mcp-server-wazuh - ⭐ 235 MCP Server for Wazuh SIEM

2165. ontosphere - ⭐ 235 Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clustering. AI-native via MCP tool surface and relay bridge. Fully client-side, no backend required.

2166. mermaid-mcp-server - ⭐ 235 A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images

2167. Windows-MCP.Net - ⭐ 235 A .NET-based Windows desktop automation MCP (Model Context Protocol) server that provides AI assistants with the ability to interact with the Windows desktop environment.

2168. mcp-feedback-collector - ⭐ 234 一个现代化的 Model Context Protocol (MCP) 服务器，为AI助手提供交互式用户反馈收集功能。

2169. unsplash-mcp-server - ⭐ 233 🔎 A MCP server for Unsplash image search.

2170. awesome-mcp-korea - ⭐ 233 A curated list of MCP servers for the Korean market, including legal, commerce, public data, and local services integrations.

2171. smart-tree - ⭐ 232 Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

2172. openchrome - ⭐ 232 Open-source browser automation MCP server. Control your real Chrome from any AI agent.

2173. mcp-redmine - ⭐ 232 A redmine MCP server covering close to 100% of redmines API

2174. Context-Engineering-for-Multi-Agent-Systems - ⭐ 231 Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

2175. PerformanceStudio - ⭐ 231 Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.

2176. mcp-dock - ⭐ 231 MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, Gemini CLI, Windsurf, Zed, TRAE, Kiro, JetBrains & more. 8500+ servers, 4400+ skills.

2177. human-in-the-loop - ⭐ 231 An MCP (Model Context Protocol) server that allows AI assistants to ask questions to humans via Discord.

2178. google-drive-mcp - ⭐ 231 A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.

2179. file-system-like-github - ⭐ 230 Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic & hybrid search, RAG, cited answers. Learns your voice from your edits; human-approved review queue. Local-first .md.

2180. composer-trade-mcp - ⭐ 230 Composer’s MCP server lets MCP-enabled LLMs like Claude backtest trading ideas and automatically invest in them for you

2181. domainstack.io - ⭐ 230 🧰 All-in-one domain name intelligence as a service

2182. file-system-brain-mcp - ⭐ 230 Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic & hybrid search, RAG, cited answers. Learns your voice from your edits; human-approved review queue. Local-first .md.

2183. razorpay-mcp-server - ⭐ 230 Razorpay’s Official MCP Server

2184. image-gen-server - ⭐ 230 一个能与Cursor集成的图片生成mcp server工具，实现调用即梦逆向接口

2185. Nano-Banana-MCP - ⭐ 230 A Nano Banana MCP server, which you can integrate to cursor/claude code and any mcp client

2186. BurpMCP-Ultra - ⭐ 230 AI-powered MCP server for Burp Suite Professional — 149 tools across proxy, scanner, inline fuzzer, race conditions, guided injection, JWT/IDOR attacks, recon & OOB, with a real-time dashboard and hardened localhost security. Drive Burp from Claude Code or any MCP client.

2187. MiroRL - ⭐ 229 MiroRL is an MCP-first reinforcement learning framework for deep research agent.

2188. osint-tools-mcp-server - ⭐ 229 MCP server exposing multiple OSINT tools for AI assistants like Claude

2189. ApkMCP-Auto - ⭐ 228 本项目是一个 Android 逆向工程工具集合，通过 MCP (Model Context Protocol) 协议将 AI 助手（如 Claude）与专业的 Android 反编译工具连接起来，实现智能化的 APK 分析与修改。

2190. plate-playground-template - ⭐ 228 Plate AI template with React 19, Next 16, Tailwind 4, MCP.

2191. composio - ⭐ 228 typescript python sdk ai-agents anthropic openapi langchain openai-agents llamaindex mastra vercel-ai mcp oauth saas llm integrations agent-tools automation cloudflare google-gemini tooling rag multi-provider developer-sdk composable-actions webhook-triggers

2192. Geargrafx - ⭐ 228 PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

2193. mevzuat-mcp - ⭐ 228 MCP Server for Searching Turkish Legislation

2194. mcp-foundry - ⭐ 227 A MCP Server for Azure AI Foundry: it’s now moved to cloud, check the new Foundry MCP Server

2195. cobolt - ⭐ 227 This is a cross-platform desktop application that allows you to chat with locally hosted LLMs and enjoy features like MCP support

2196. ai-counsel - ⭐ 227 True deliberative consensus MCP server where AI models debate and refine positions across multiple rounds

2197. everything-ai-coding - ⭐ 227 聚合精选编程 AI 扩展资源：MCP Servers、Skills、Rules、Prompts，周更索引 + 一键安装。

2198. robloxstudio-mcp - ⭐ 227 MCP server for Roblox Studio runtime debugging, playtest control, screenshots/input, multiplayer testing, and per-peer server/client eval from AI agents.

2199. freecad_mcp - ⭐ 226 FreecadMCP connects Freecad to Claude AI and other MCP-ready tools like Cursor through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Freecad. This integration enables prompt assisted CAD 3d Design.

2200. comfy-pilot - ⭐ 226 MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

2201. agent-skills - ⭐ 225 A collection of AI agent skills for Clawdbot, Claude Code, Codex

2202. reddit-research-mcp - ⭐ 225 Turn Reddit’s chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 20,000+ subreddits.

2203. opik-mcp - ⭐ 225 Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

2204. claudex - ⭐ 224 Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.

2205. discordmcp - ⭐ 224 Discord MCP Server for Claude Integration

2206. skyll - ⭐ 223 A tool for autonomous agents like OpenClaw to discover and learn skills autonomously

2207. AutoResearch-SibylSystem - ⭐ 223 Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code

2208. BifrostMCP - ⭐ 223 VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

2209. collective-ai-tools - ⭐ 223 Search across curated tools, MCP servers, prompts, skills, and trending repos, one query, every corner of the ecosystem.

2210. llamacloud-mcp - ⭐ 222

2211. langgraph-whatsapp-agent - ⭐ 222 A template for building WhatsApp agents using LangGraph and Twilio. This project enables you to deploy AI agents that interact with users via WhatsApp, process messages and images, and invoke custom graph-based agents. It integrates with MCP and runs on the LangGraph Platform.

2212. effect-mcp - ⭐ 222

2213. learn-agentic-ai-from-low-code-to-code - ⭐ 222 Build production-grade agents with OpenAI AgentKit, a no-code platfrom.

2214. ATaC - ⭐ 222 Record and Replay AI Agent Trajectories.

2215. ClaudeR - ⭐ 222 Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx

2216. mirroir-mcp - ⭐ 222 MCP server for controlling a real iPhone via macOS iPhone Mirroring…and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.

2217. perfetto-mcp - ⭐ 222 This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.

2218. agent-mcp-lab - ⭐ 221

2219. airbroke - ⭐ 221 🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher

2220. mcp-3D-printer-server - ⭐ 221 Connects MCP to major 3D printer APIs (Orca, FULU’s Orca/Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization.

2221. mcp-memory - ⭐ 221 An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

2222. backlog-mcp-server - ⭐ 220

2223. home-assistant-cursor-agent - ⭐ 219 Enable Cursor AI, VS Code, or any MCP-enabled IDE to help you manage Home Assistant: create automations, modify configs, and deploy changes using natural language

2224. mcp-dev-brasil - ⭐ 219 MCP servers for Brazilian services — payments, fiscal, banking, communication. Generated by CodeSpar.

2225. registry-broker-skills - ⭐ 219 AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Codex, Cursor, OpenClaw, and any AI assistant.

2226. roblox-executor-mcp - ⭐ 219 A MCP Server which allows for direct access to the roblox game client

2227. metorial-platform - ⭐ 218 The engine powering hundreds of thousands of MCP connections 🤖 🔥

2228. SharpToolsMCP - ⭐ 218 A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

2229. craft-agents-oss - ⭐ 217 electron anthropic claude-agent-sdk mcp bun websocket thin-client multi-llm openapi skills automations oauth desktop-ai github-copilot google-ai chatgpt devtools apache-2 headless-server pi-sdk vscode-alternative linux macos windows

2230. claudepro-directory - ⭐ 217 HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP servers, guides, hooks, statuslines, and other custom configs, designed to enhance Claude, Codex, Cursor, OpenClaw, and various other agentic workflows/platforms.

2231. protoc-gen-go-mcp - ⭐ 217 Go protobuf compiler extension to turn any gRPC service into an MCP server

2232. glade-mcp - ⭐ 217 Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to Unity or Godot. 275+ granular tools, an editor aware system prompt, game design document project context, script semantic search, and skill calibration.

2233. jebmcp - ⭐ 216

2234. pbi-desktop-mcp-public - ⭐ 216 The MCP Engine is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, create and modify measures, manage relationships, and perform advanced analytics - all through natural conversation.

2235. ht-mcp - ⭐ 216 Pure Rust implementation of MCP server for headless terminal

2236. AutomatedEmulation - ⭐ 216 An automated Adversary Emulation lab with terraform and MCP server. Build Caldera techniques and operations assisted with LLMs. Built for IaC stability, consistency, and speed.

2237. Wazuh-MCP-Server - ⭐ 216 AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational SOC workflows.

2238. mathom - ⭐ 215 Run and monitor MCP servers locally

2239. cachebro - ⭐ 215 File cache with diff tracking for AI coding agents. Drop-in MCP server that cuts token usage by 26%.

2240. AgentCrew - ⭐ 215 Chat application with multi-agents system supports multi-models and MCP

2241. toolport - ⭐ 215 Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

2242. vibevideo-mcp - ⭐ 214 Agent MCP for ffmpeg

2243. Chanakya-Local-Friend - ⭐ 214 Chanakya is an advanced, open-source, and self-hostable voice assistant designed for privacy, power, and flexibility. It leverages local AI/ML models to ensure your data stays with you. It Integrates with 1000+ third-party MCP servers including Home Assistant.

2244. Chanakya-Local-Friend - ⭐ 214 Chanakya is an advanced, open-source, and self-hostable voice assistant designed for privacy, power, and flexibility. It leverages local AI/ML models to ensure your data stays with you. It Integrates with 1000+ third-party MCP servers including Home Assistant.

2245. akshare-one-mcp - ⭐ 214 MCP server that provides access to Chinese stock market data using akshare-one

2246. drawio2go - ⭐ 214 A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持，人机共绘drawio

2247. yolfi-agent - ⭐ 213 Yolfi Agent Kit SDK, CLI, and MCP server for AI coding agents.

2248. lihil - ⭐ 213 2X faster ASGI web framework for python, offering high-level development, low-level performance.

2249. claude-context-local - ⭐ 213 Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.

2250. sqrl - ⭐ 213 Data Pipeline Automation Framework to build MCP servers, data APIs, and data lakes with SQL.

2251. gibber-mcp - ⭐ 213 Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents

2252. mcp-server-deep-research - ⭐ 213

2253. burp-mcp-agents - ⭐ 213 Practical setup guides and helpers to connect Burp Suite MCP Server to multiple AI backends (Codex, Gemini, Ollama, …).

2254. mcp - ⭐ 213 MariaDB MCP (Model Context Protocol) server implementation

2255. android-skills-mcp - ⭐ 212 An MCP server and CLI packager for official Android skills.

2256. mcp_code_executor - ⭐ 212 The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment.

2257. Autono - ⭐ 212 A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework.

2258. gemini-mcp - ⭐ 211 MCP Server that enables Claude code to interact with Gemini

2259. ETOS-LLM-Studio - ⭐ 210 A native LLM client for iOS & Apple Watch. Run local GGUF models offline via llama.cpp, or connect to OpenAI/Claude/Gemini. Features local RAG, Model Context Protocol (MCP) tools, Siri Shortcuts, and cross-device sync. Built with Swift.

2260. sora-mcp - ⭐ 210 An MCP server to use Sora video generation APIs

2261. mcp-taskmanager - ⭐ 210

2262. automagik-genie - ⭐ 210 🧞 Automagik Genie – bootstrap, update, and roll back AI agent workspaces with a single CLI + MCP toolkit.

2263. Claude-code-ChatInWindows - ⭐ 210 Full-featured GUI for Claude Code CLI in VS Code — Windows (no WSL) & macOS. Third-party API, MCP plugins, Skills, Hooks, real-time token tracking. Actively maintained.

2264. open-webui-plugins - ⭐ 210 A curated collection of Open WebUI plugins - tools, skills, filters, pipes, and actions that extend your AI chat experience.

2265. shodh-memory - ⭐ 210 Cognitive memory for AI agents — learns from use, forgets what’s irrelevant, strengthens what matters. Single binary, fully offline.

2266. melrose - ⭐ 210 interactive programming of melodies, producing MIDI

2267. flights-mcp - ⭐ 210 An MCP server to search for flights.

2268. ai-polymarket-agent - ⭐ 210 Enable Claude, ChatGPT, and other AI agents to analyze markets, fetch real-time odds, and execute trades on Polymarket using the Model Context Protocol (MCP).

2269. figma-mcp - ⭐ 209 ModelContextProtocol for Figma’s REST API

2270. node9-proxy - ⭐ 209 The Execution Security Layer for the Agentic Era. Providing deterministic “Sudo” governance and audit logs for autonomous AI agents.

2271. Remote-MCP - ⭐ 209 A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.

2272. mcp_forge - ⭐ 208 这是一个专为开发企业级MCP server而设计的通用开发框架

2273. uLoopMCP - ⭐ 207 Your Unity project’s AI autopilot. Compile, test, debug, repeat—until it just works.

2274. ai-infrastructure-agent - ⭐ 207 AI Infrastructure Agent is an intelligent system that allows you to manage AWS infrastructure using natural language commands.

2275. nosia - ⭐ 207 Self-hosted AI RAG + MCP Platform

2276. mcp-linkedin - ⭐ 207 A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn’s Feeds and Job API.

2277. open-streetmap-mcp - ⭐ 207 An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

2278. mangaba_ai - ⭐ 207 Repositório minimalista para criação de agentes de IA inteligentes e versáteis com protocolos A2A (Agent-to-Agent) e MCP (Model Context Protocol).

2279. tiktok-mcp - ⭐ 207 Model Context Protocol (MCP) with TikTok integration

2280. mcp-launchpad - ⭐ 206 A lightweight CLI for efficiently discovering (search) and executing tools from multiple MCP (Model Context Protocol) servers.

2281. mcp-context-protector - ⭐ 206 MCP security wrapper

2282. dynatrace-mcp - ⭐ 206 MCP server for Dynatrace Observability

2283. AutoRedTeam-Orchestrator - ⭐ 206 Enterprise AI Red Team Platform | 企业级AI红队平台 | 132 MCP Tools | Pure Python Engines | SDK+CLI+MCP | Auto-Download sqlmap/nuclei/ffuf | Production C2 | LLM Enhanced | Docker Sandbox | SARIF CI/CD | 1980 Tests

2284. aleph - ⭐ 206 Skill + MCP server to turn your agent into an RLM. Load context, iterate with search/code/think tools, converge on answers.

2285. sunpeak - ⭐ 206 Server-agnostic MCP testing framework and full-stack MCP App framework for ChatGPT Apps, Claude Connectors, and more.

2286. linkedin-mcp-server - ⭐ 206 🔗 A Model Context Protocol (MCP) server for LinkedIn — search people, companies, and jobs, scrape profiles, and get structured data via any MCP-compatible AI client.

2287. langchain-mcp - ⭐ 205 Model Context Protocol tool support for LangChain

2288. OSWorld-MCP - ⭐ 205

2289. notion_mcp - ⭐ 205 A simple MCP integration that allows Claude to read and manage a personal Notion todo list

2290. claude-self-reflect - ⭐ 205 Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect

2291. agent-trade-kit - ⭐ 205 OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Cursor) to your OKX account via Model Context Protocol. Local, MIT, TypeScript monorepo.

2292. task-orchestrator - ⭐ 204 Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don’t. Works with any MCP-compatible client.

2293. rmcp - ⭐ 204 R MCP Server

2294. bear-notes-mcp - ⭐ 204 MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool

2295. mongodb-lens - ⭐ 204 🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

2296. mcp-rb - ⭐ 204 A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL

2297. mcp-fusion - ⭐ 204 MCP Fusion - The framework for AI-native MCP servers.

2298. sap-skills - ⭐ 204 Production-ready Claude Code skills for SAP development - 35 skills covering BTP, CAP, Fiori, ABAP, HANA, Analytics Cloud, and more

2299. CrowdSentinels-AI-MCP - ⭐ 204 AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch

2300. codex-control-plane-mcp - ⭐ 204 Durable MCP control plane for long-running Codex Desktop tasks

2301. nano-agent - ⭐ 204 A MCP Server for a small scale engineering agents with multi-provider LLM support.

2302. MakerAi - ⭐ 204 The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (limited), full support from Delphi 12 Athens.

2303. mcp-agent-langchainjs - ⭐ 204 Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant

2304. mcptools - ⭐ 203 Model Context Protocol For R

2305. waldzell-mcp - ⭐ 202 Waldzell AI’s monorepo of MCP servers. Use in Claude Desktop, Cline, Roo Code, and more!

2306. y-cli - ⭐ 202 A Tiny Terminal Chat App for AI Models with MCP Client Support

2307. ai-skills - ⭐ 202 Collection of agent skills for AI coding assistants

2308. chiasmus - ⭐ 202 Chiasmus is an MCP server that gives language models access to formal verification

2309. dario - ⭐ 201 Local LLM router. One endpoint for Claude Max/Pro, OpenAI, OpenRouter, Groq, Ollama, LiteLLM, any OpenAI-compat URL — your tools don’t need to change. OAuth for Claude subscriptions, multi-account pool, MCP server. Zero runtime deps.

2310. antigravity-link-extension - ⭐ 201 Mobile companion for Google’s Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.

2311. mcp - ⭐ 200

2312. RelaMind - ⭐ 200 基于 AI 的个人成长轨迹分析系统，通过记录生活、回顾历史、分析模式帮助用户更好地理解自己，实现持续成长。包含智能路由、RAG 检索、自主任务智能体等功能。

2313. codefire-app - ⭐ 200 CodeFire gives AI coding tools persistent memory, task tracking, and project intelligence. A desktop companion for the AI-native workflow.

2314. mcp-guardian - ⭐ 200 Manage / Proxy / Secure your MCP Servers

2315. utcp-mcp - ⭐ 200 All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP

2316. gcp-mcp - ⭐ 200 A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.

2317. mcp-proxy-server - ⭐ 200 An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface

2318. toolport - ⭐ 200 Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

2319. smart-coding-mcp - ⭐ 200 An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistants. Built with local AI models, inspired by Cursor’s semantic search.

2320. altium-mcp - ⭐ 200 Altium Model Context Protocol server and Altium API script

2321. ig-mcp - ⭐ 200 A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.

2322. gis-mcp - ⭐ 200 A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and transformations.

2323. wavefront - ⭐ 199 🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

2324. LeanKG - ⭐ 199 LeanKG: Stop Burning Tokens. Start Coding Lean.

2325. zabbix-mcp-server - ⭐ 199 MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.

2326. omem - ⭐ 198 Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.

2327. gistpad-mcp - ⭐ 198 📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists

2328. meilisearch-mcp - ⭐ 198 A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

2329. EdgeBox - ⭐ 197 A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other desktop applications just like humans. Based on E2B oss code.

2330. tmcp - ⭐ 197 Typescript SDK to build MCP servers in an agnostic way

2331. quarkus-mcp-servers - ⭐ 197 Model Context Protocol Servers in Quarkus

2332. easy-mcp - ⭐ 197 Absurdly easy Model Context Protocol Servers in Typescript

2333. mcp-dotnet-samples - ⭐ 196 A comprehensive set of samples of creating and using MCP servers and clients with .NET

2334. ProxmoxMCP - ⭐ 196 MCP for Proxmox integration in Cline

2335. unifi-network-mcp - ⭐ 196 MCP server implementation for the UniFi network application

2336. MCP-server-client-computer-use-ai-sdk - ⭐ 196

2337. MCP-Checklists - ⭐ 196

2338. mcp-proxy-server - ⭐ 196 This server acts as a central hub for Model Context Protocol (MCP) resource servers.

2339. bilibili-mcp-js - ⭐ 196 Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务

2340. mcp-server-starrocks - ⭐ 196 StarRocks MCP (Model Context Protocol) Server

2341. mcp-portal-transparencia - ⭐ 195 MCP para orquestração automatizada de chamadas à API do Portal da Transparência do Governo Federal brasileiro

2342. AutoDocs - ⭐ 195 We handle what engineers and IDEs won’t: generating and maintaining technical documentation for your codebase, while also providing search with dependency-aware context to help your AI tools understand your codebase and its conventions.

2343. supabase-mcp - ⭐ 195 Supabase MCP server created in Python.

2344. install-mcp - ⭐ 195 A simple CLI to install MCP servers into any client - auth included!

2345. agent-control - ⭐ 194 🚀 High-performance AI Agent Control Plane, Task Orchestration & Model Context Protocol (MCP) Platform

2346. bluebox - ⭐ 194 Index the world’s undocumented APIs

2347. mcp-agent-graph - ⭐ 194 MCP Agent Graph is a Multi-Agent System built on the principles of Context Engineering

2348. agent-graph - ⭐ 194 Agent Graph is a Multi-Agent System built on the principles of Context Engineering

2349. moor - ⭐ 194 Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observable, configurable gateway to your MCP servers.

2350. auto-mcp - ⭐ 194 Transform any OpenAPI/Swagger definition into a fully-featured Model Context Protocol (MCP) server

2351. rust-mcp-sdk - ⭐ 194 A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.

2352. cognition-wheel - ⭐ 193 A Model Context Protocol (MCP) server that implements a “wisdom of crowds” approach to AI reasoning by consulting multiple state-of-the-art language models in parallel and synthesizing their responses.

2353. dataseo-mcp - ⭐ 193 A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get backlink analysis, keyword research, traffic estimation, and more — directly in your AI-powered IDE.

2354. facebook-ads-library-mcp - ⭐ 192 MCP Server for Facebook ADs Library - Get instant answers from FB’s ad library

2355. mcp - ⭐ 192 Official Magic UI MCP server.

2356. quarkus-mcp-server - ⭐ 192 This extension enables developers to implement the MCP server features easily.

2357. opentelemetry-mcp-server - ⭐ 192 Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debugging and observability.

2358. lsp-mcp - ⭐ 192 An Model Context Protocol (MCP) server that provides LLMs/AI Agents with the capabilities of a language server protocol (LSP) server. This gives the AI the ability to get language aware context from the codebase.

2359. google-workspace-mcp - ⭐ 192 A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality

2360. agentseal - ⭐ 191 Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

2361. mcp-toolbox-sdk-python - ⭐ 191 Python SDK for interacting with the MCP Toolbox for Databases.

2362. Abaqus-Control-MCP - ⭐ 191 让 AI 可以驱动 Abaqus建模。Connect Claude, Cursor, and other MCP clients directly to your active Abaqus/CAE session.

2363. paper-search-mcp-nodejs - ⭐ 190 A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including Web of Science, arXiv, and more.

2364. seo-mcp - ⭐ 190 A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more.

2365. strudel-mcp-server - ⭐ 190 A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.

2366. math-mcp - ⭐ 190 A Model Context Protocol (MCP) server that provides basic mathematical and statistical functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.

2367. gigabrain - ⭐ 189 Local-first memory layer for OpenClaw, Codex App, and Codex CLI: capture, recall, dedupe, and native sync.

2368. mcp-server-siri-shortcuts - ⭐ 189 MCP for calling Siri Shorcuts from LLMs

2369. Cohort - ⭐ 189 Local-first Agent Runtime connecting LLMs to controlled tools, Chrome, desktop automation, MCP, context governance, and verifiable memory.

2370. FSB - ⭐ 188 DOM-first AI browser automation for Chrome and MCP clients.

2371. openapi-mcp - ⭐ 187 Dockerized MCP Server to allow your AI agent to access any API with existing api docs

2372. code-sandbox-mcp - ⭐ 187

2373. mcp-usecase - ⭐ 187

2374. mcp-injection-experiments - ⭐ 187 Code snippets to reproduce MCP tool poisoning attacks.

2375. memov - ⭐ 187 Give git-like & traceable memory to OpenClaw and any coding agents. By https://memov.ai/ aka Entire CLI for every coding agents by MCP.

2376. mcp-chat - ⭐ 187 Examples of using Pipedream’s MCP server in your app or AI agent.

2377. bilibili-mcp-server - ⭐ 187 MCP Server for the Bilibili API, supporting various operations.

2378. mcp-opennutrition - ⭐ 187 MCP server providing access to the comprehensive OpenNutrition food database with 300,000+ food items, nutritional data, and barcode lookups

2379. ida-mcp-server-plugin - ⭐ 187 IDA Pro Plugin for serving MCP SSE server for cursor / claude

2380. dify-plugin-tools-mcp_sse - ⭐ 187 Dify 1.0 Plugin MCP HTTP with SSE or Streamable HTTP transport Tools

2381. mcp-solver - ⭐ 186 Model Context Protocol (MCP) server for constraint optimization and solving”

2382. Omni-Adapter - ⭐ 186 多平台 文生图/图生图 等能力接入MCP

2383. ProxmoxMCP-Plus - ⭐ 186 Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.

2384. claude-prompts-mcp - ⭐ 186 Model Context Protocol (MCP) server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code, Cursor, OpenCode, and Gemini CLI.

2385. awesome-mcp-servers - ⭐ 186 A curated catalog of Model Context Protocol (MCP) servers for discovering and integrating AI tools, data sources, and services. Explore MCP servers across databases, developer tools, web automation, cloud infrastructure, productivity, AI agents, analytics, and more.

2386. typst-mcp - ⭐ 186 Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.

2387. tripo-mcp - ⭐ 185 Official MCP server for Tripo

2388. superset-mcp - ⭐ 185 connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf

2389. litemcp - ⭐ 185 A TypeScript framework for building MCP servers elegantly

2390. docs - ⭐ 185 Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.

2391. open-responses-server - ⭐ 184 Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.

2392. a2a_mcp-example - ⭐ 184 An example showing how A2A and MCP can be used together

2393. siconos - ⭐ 184 Simulation framework for nonsmooth dynamical systems

2394. mcp-server-reddit - ⭐ 184 A Model Context Protocol (MCP) server that provides tools for fetching Reddit content, including frontpage posts, subreddit information and hot posts, post details, and comments.

2395. aws-finops-mcp-server - ⭐ 184 An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.

2396. mcp-auth-proxy - ⭐ 184 MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Protocol (MCP) servers

2397. mcp-snowflake-server - ⭐ 183

2398. armor-crypto-mcp - ⭐ 183 The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

2399. agentor - ⭐ 183 Open source version of Claude Managed Agents. Fastest way to build and deploy reliable AI agents, MCP tools and agent-to-agent.

2400. meta-mcp - ⭐ 183 MCP Server for connecting to the Meta Marketing API

2401. aelf-skills - ⭐ 182 Unified aelf skills hub for discovery, routing, bootstrap, and health checks across OpenClaw, Codex, Cursor, and Claude Code.

2402. thinkchain - ⭐ 182 🧠 Advanced Claude streaming interface with interleaved thinking, dynamic tool discovery, and MCP integration. Watch Claude think through problems in real-time while executing tools with live progress updates.

2403. mcp-openai-gemini-llama-example - ⭐ 182

2404. lucid-agents - ⭐ 182 Lucid Agents Commerce SDK. Bootstrap AI agents in 60 seconds that can pay, sell, and participate in agentic commerce supply chains. Our protocol agnostic SDK provides CLI-generated templates and drop-in adapters for Hono, Express, Next.js, and TanStack, giving you instant access to crypto/fiat payment rails (AP2, A2A, x402, ERC8004).

2405. aws-mcp-server - ⭐ 182 A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

2406. Gopeak-godot-mcp - ⭐ 182 GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak

2407. anki-mcp-server - ⭐ 182 An MCP server for Anki

2408. wolfflow-mcp - ⭐ 182 Wolfflow: Model Context Protocol (MCP) server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code, Cursor, OpenCode, and Gemini CLI.

2409. mcp-crash-course - ⭐ 182 Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker.

2410. agentql-mcp - ⭐ 181 Model Context Protocol server that integrates AgentQL’s data extraction capabilities.

2411. 4D-ARE - ⭐ 181 Build LLM agents that explain why, not just what. Attribution-driven agent requirements engineering framework. Based on the 4D-ARE Paper - https://arxiv.org/abs/2601.04556

2412. anubis-mcp - ⭐ 181 Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)

2413. spring-ai-playground - ⭐ 180 Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

2414. xiaoi - ⭐ 179 小爱音箱语音通知工具：提供 CLI/TUI/MCP/Webhook 一键播报与控制音量，支持 PM2 常驻部署，支持docker部署。

2415. icm - ⭐ 179 Permanent memory for AI agents. Single binary, zero dependencies, MCP native.

2416. google-slides-mcp - ⭐ 179 MCP Server for Google Slides

2417. ClawMem - ⭐ 179 On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

2418. cli - ⭐ 179 Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.

2419. mcp-shark - ⭐ 179 Wireshark-like forensic analysis for Model Context Protocol communications Capture, inspect, and investigate all HTTP requests and responses between your IDE and MCP servers

2420. mcp-server-duckdb - ⭐ 179 A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

2421. claude-historian-mcp - ⭐ 178 📜 An MCP server for conversation history search and retrieval in Claude Code

2422. mcp-text-editor - ⭐ 178

2423. claude-code-mcp - ⭐ 178 claude-code-mcp

2424. Revornix - ⭐ 178 Revornix is an open-source, local-first AI information/markdown workspace. It helps you collect fragmented inputs, turn them into structured knowledge, generate reports with images and podcast audio, and deliver the output through automated notifications.

2425. bernstein - ⭐ 178 Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.

2426. mcp-scholarly - ⭐ 178 A MCP server to search for accurate academic articles.

2427. yuque-ecosystem - ⭐ 178 Yuque AI Ecosystem — MCP Server, Skills & Plugin for Yuque (语雀)

2428. jmap-mcp - ⭐ 178 A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.

2429. cli-mcp-server - ⭐ 177 Command line interface for MCP clients with secure execution and customizable security policies

2430. skunit - ⭐ 177 skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and agents.

2431. mcp-telegram - ⭐ 177 MCP server to work with Telegram through MTProto

2432. notion-mcp-server - ⭐ 177 Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.

2433. codebadger - ⭐ 177 🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase’s structure and data flow through Joern Code Property Graphs (CPGs).

2434. pg-mcp-server - ⭐ 176 MCP Server for Postgres

2435. MCP-Salesforce - ⭐ 176 MCP Salesforce connector

2436. tomcp - ⭐ 176 Turn any website or doc into an MCP server

2437. jdocmunch-mcp - ⭐ 176 The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

2438. mongo-mcp - ⭐ 176 A mongo db server for the model context protocol (MCP)

2439. mcp-server-langfuse - ⭐ 176 Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

2440. loki-mcp - ⭐ 176 An MCP ( Model Context Protocol ) Server for Grafana Loki

2441. Companion - ⭐ 175 Your neighborhood friendly MCP utility for macOS, iOS, and visionOS

2442. aghub - ⭐ 175 One hub for every AI coding agent. Unified configuration management for 22+ assistants.

2443. mcp-shell-server - ⭐ 175

2444. command - ⭐ 174 Scopecraft Command - A CLI and MCP server for Markdown-Driven Task Management (MDTM)

2445. awesome-x402 - ⭐ 174 🚀 Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization. Includes SDKs (TypeScript, Python, Rust), examples, facilitators (Coinbase, Cloudflare), MCP integration, tutorials. Accept USDC payments with one line of code. Perfect for AI agent economy.

2446. seo-research-mcp - ⭐ 174 A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get backlink analysis, keyword research, traffic estimation, and more — directly in your AI-powered IDE.

2447. gtasks-mcp - ⭐ 174 A Google Tasks Model Context Protocol Server for Claude

2448. keyboard-local - ⭐ 173 One MCP Server, All Your Apps, Privacy First

2449. awesome-claude-dxt - ⭐ 173 Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb

2450. toolsdk-mcp-registry - ⭐ 173 MCPSDK.dev(ToolSDK.ai)’s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR…

2451. codex-mcp-server - ⭐ 173 Codex Mcp Server

2452. mcp-access-point - ⭐ 173 Turn a web server into an MCP server in one click without making any code changes.

2453. Embody - ⭐ 173 MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.

2454. zig-mcp - ⭐ 173 Model Context Protocol (MCP) server that provides up-to-date documentation for the Zig programming language standard library and builtin functions

2455. ggsrun - ⭐ 172 High-performance Google Drive CLI and Model Context Protocol (MCP) Server for LLM/AI agents. Natively execute Google Apps Script (GAS) under a secure whitelisted runtime sandbox, automate transfers, and manage Drive infrastructure.

2456. gbox - ⭐ 172 Cli and MCP for gbox. Enable AI agents to operate Android/Browser/Desktop like human.

2457. gate22 - ⭐ 172 Open-source MCP gateway and control plane for teams to govern which tools agents can use, what they can do, and how it’s audited—across agentic IDEs like Cursor, or other agents and AI tools.

2458. dify-mcp-client - ⭐ 172 MCP Client as an Agent Strategy Plugin. Support GUI operation via UI-TARS-SDK.

2459. obsidian-web-mcp - ⭐ 172 Secure remote MCP server for Obsidian vaults – access your notes from Claude, your phone, or any MCP client, anywhere. OAuth 2.0 auth, Cloudflare Tunnel, atomic writes safe for Obsidian Sync.

2460. furi - ⭐ 171 CLI & API for MCP management

2461. clix - ⭐ 171 X from terminal. No API keys needed. Just plug your AI Agent.

2462. PolyMCP - ⭐ 171 Polymcp provides a simple and efficient way to interact with MCP servers using custom agents

2463. dbt-llm-agent - ⭐ 171 LLM based AI Agent to automate Data Analysis for dbt projects with remote MCP server

2464. mcp-apache-spark-history-server - ⭐ 171 MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.

2465. ultimate_mcp_client - ⭐ 171 Async Python client for the Model Context Protocol with interactive CLI and reactive Web UI, connecting AI models to MCP servers via stdio and SSE

2466. Text2Sql.Net - ⭐ 170 Text2Sql.Net 是一个使用DotNet和Semantic Kernel开发的Text2Sql工具

2467. Log-Analyzer-with-MCP - ⭐ 170 A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation

2468. mcp-1panel - ⭐ 170 mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.

2469. y-gui - ⭐ 169 A Tiny Web Chat App for AI Models with MCP Client Support

2470. openclaw-mcp - ⭐ 169 🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

2471. mcp-mysql-server - ⭐ 169 A Model Context Protocol server for MySQL database operations

2472. wp-mcp-ultimate - ⭐ 169 WordPress MCP Ultimate — Full MCP server with 58 WordPress abilities. Connect WordPress to any AI via Model Context Protocol.

2473. sibyl-research-system - ⭐ 168 Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code

2474. c4-genai-suite - ⭐ 168 c4 GenAI Suite

2475. domscribe - ⭐ 168 Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.

2476. xhs-mcp-server - ⭐ 168 小红书MCP服务器 | 秒级工具调用执行，笔记用户搜索、通知消息监控等；打造2026最简单、最快速、最精准、最好用的小红书MCPServer！

2477. eShopLite - ⭐ 168 eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

2478. eclipse-chatgpt-plugin - ⭐ 168 Eclipse IDE as an MCP Server for AI Agents

2479. spiceflow - ⭐ 167 Minimal API & React framework, fully type safe, OpenAPI, RSC, MCP, type safe client, streaming with SSE

2480. refref - ⭐ 167 🌟 Open Source Referral and Affiliate Marketing Platform - Launch your referral program in minutes!

2481. agnix - ⭐ 167 The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plugin for all major IDEs included, with autofixes.

2482. knowledge-base-server - ⭐ 167 Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline.

2483. In-Memoria - ⭐ 167 Persistent Intelligence Infrastructure for AI Agents

2484. toolbase - ⭐ 167 A desktop application that adds powerful tools to Claude and AI platforms

2485. toolhive-studio - ⭐ 167 ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents

2486. zettelkasten-mcp - ⭐ 167 A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

2487. bitbucket-mcp - ⭐ 167 Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs

2488. openscad-mcp - ⭐ 167 A Model Context Protocol (MCP) server for OpenSCAD 3D modeling and rendering

2489. UnityNaturalMCP - ⭐ 166 UnityNaturalMCP is an MCP server implementation for Unity that aims for a “natural” user experience.

2490. mcp-server-weread - ⭐ 166

2491. instagram_dm_mcp - ⭐ 166 Instagram Direct messages MCP

2492. solana-mcp - ⭐ 166 A Model Context Protocol server for interacting with the Solana blockchain, powered by the Solana Agent Kit (https://github.com/sendaifun/solana-agent-kit)

2493. reaper-mcp - ⭐ 166 A comprehensive Model Context Protocol (MCP) server that enables AI agents to create fully mixed and mastered tracks in REAPER with both MIDI and audio capabilities.

2494. mengram - ⭐ 165 Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

2495. palmier-pro-windows - ⭐ 165 Palmier Pro AI video editor macOS windows timeline multitrack NLE footage model context protocol MCP server agent Claude Cursor Swift SwiftUI AVFoundation storyboard audio prores metal automation rendering fx

2496. remote-mcp-server - ⭐ 165 Remote MCP Server that securely connects Enterprise context with your LLM, IDE, or agent platform of choice.

2497. SwiftMCP - ⭐ 165 Model Context Protocol Server for Swift

2498. mcp-simple-pubmed - ⭐ 164 MCP server for searching and querying PubMed medical papers/research database

2499. awesome-a2a - ⭐ 164 Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.

2500. recall - ⭐ 164 Persistent cross-session memory for Claude & AI agents. Self-host on Redis/Valkey, or use the managed SaaS at recallmcp.com.

2501. Axon.MCP.Server - ⭐ 164 Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants

2502. memorizer - ⭐ 164 Vector-search powered agent memory MCP server

2503. ServiceGraph - ⭐ 164 AI Agent skills for a structured catalog of 100k+ US professional-services firms

2504. mcp-server-apache-airflow - ⭐ 164

2505. data-verify-mcp - ⭐ 163 中国数据核验 MCP Server | 身份核验/企业查询/车辆信息/OCR识别/风险评估 | 10个Tool覆盖5大类 | 微信: chenganp | 邮箱: 345048305@qq.com

2506. mcp-codex-dev - ⭐ 163 MCP Server for Codex CLI integration - stateful code writing and review workflows

2507. code-assistant - ⭐ 163 An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.

2508. mcp-client-slackbot - ⭐ 163 Simple Slackbot MCP Client

2509. mcp_server_exe - ⭐ 163 小智 & Cursor 的 MCP 启动器 - MCP For Cursor&xiaozhi。打包成可执行文件。Turn MCP server into an executable file

2510. spring-ai - ⭐ 163 From Java Dev to AI Engineer: Spring AI Fast Track

2511. turbo-flow - ⭐ 162 Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and automatic context loading! Deploy intelligent multi-agent swarms, coordinate autonomous workflows.

2512. XPack-MCP-Marketplace - ⭐ 162 The world’s first open-source MCP monetization platform, to quickly create and sell your own MCP server in just minutes. | XPack 是全球首个开源 MCP 交易平台，帮助你在10分钟内快速搭建自己的 MCP 商店并立刻开始销售 MCP 服务。

2513. mcp-rubber-duck - ⭐ 162 An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI “ducks” who can actually research and get different perspectives!

2514. ida-headless-mcp - ⭐ 162 Headless IDA Pro binary analysis via Model Context Protocol

2515. zotero-mcp - ⭐ 162 Lightweight Model Context Protocol (MCP) server for the Zotero API, in Python

2516. reddit-mcp-server - ⭐ 162 🔗 A zero-config Model Context Protocol (MCP) server for Reddit — search posts, browse subreddits, scrape user activity, and get structured data via any MCP-compatible AI client. No API keys or authentication needed.

2517. mcp-server-weaviate - ⭐ 162 MCP (Model Context Protocol) server for Weaviate

2518. mcp-summarizer - ⭐ 161 MCP Server for AI Summarization

2519. mcp-bsl-platform-context - ⭐ 161 MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)

2520. isaac-sim-mcp - ⭐ 161 Isaac Simulation MCP Extension and Server

2521. cursor-notebook-mcp - ⭐ 161 Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files

2522. spring-plugin - ⭐ 161 Spring Explyt — free, open-source (Apache-2.0) Spring & Spring Boot plugin that brings Ultimate-grade tooling to IntelliJ IDEA Community Edition (works in Ultimate too): runtime-accurate bean navigation, inspections & quick fixes, endpoints, Spring debugger, HTTP client, MCP tools for AI agents.

2523. play-store-mcp - ⭐ 161 An MCP server that connects to Play Store Console and release new App versions from an MCP Client

2524. scrapeless-mcp-server - ⭐ 160 Scrapeless Mcp Server

2525. Text2Sql.Net - ⭐ 160 Text2Sql.Net 是一个使用DotNet和Semantic Kernel开发的Text2Sql工具

2526. spotinfo - ⭐ 160 CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, saving, price, and interruption frequency.

2527. awesome-ai-for-economists - ⭐ 160 A curated list of AI tools, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the OpenEcon team.

2528. mcp-server-manifest - ⭐ 160

2529. mcp-server-calculator - ⭐ 160 A Model Context Protocol server for calculating.

2530. ynab-mcp-server - ⭐ 160 Model Context Protocol for YNAB (you need a budget)

2531. compliant-llm - ⭐ 159 Build Secure and Compliant AI agents and MCP Servers. YC W23

2532. FirstData - ⭐ 159 The World’s Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base

2533. codebadger - ⭐ 159 🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase’s structure and data flow through Joern Code Property Graphs (CPGs).

2534. MCPBastion - ⭐ 159 A local zero-trust checkpoint for the Model Context Protocol: read newline-delimited JSON-RPC, decide each message against a policy - allow, deny, redact - and write only what survives, with one audit line per message.

2535. claude-code-open - ⭐ 158 Open source AI coding platform with Web IDE, multi-agent system, 37+ tools, MCP protocol. MIT licensed.

2536. hanzi-browse - ⭐ 158 let any ai agent use the local browser

2537. resolve-mcp - ⭐ 158 Connect DaVinci Resolve Studio to Claude AI through the Model Context Protocol (MCP)

2538. node-code-sandbox-mcp - ⭐ 158 A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.

2539. mcp-outline - ⭐ 158 A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

2540. wa_llm - ⭐ 157 A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitors group messages and responds when mentioned.

2541. bocha-search-mcp - ⭐ 157 Bocha Search MCP Server.

2542. tinymcp - ⭐ 157 Let LLMs control embedded devices via the Model Context Protocol.

2543. mcp-memory - ⭐ 157 🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.

2544. fetch-mcp - ⭐ 156 An MCP server for fetching URLs / Youtube video transcript.

2545. refref - ⭐ 156 🌟 Open Source Referral and Affiliate Marketing Platform - Launch your referral program in minutes!

2546. alibabacloud-tablestore-mcp-server - ⭐ 156

2547. make-mcp-server - ⭐ 156 Make MCP Server

2548. boss-zhipin-mcp - ⭐ 156 BOSS直聘 MCP Server — 用 AI 自动化招聘流程：批量搜索候选人、简历截图OCR、智能评估、多关键词筛选 | BOSS Zhipin Recruiter Automation via Model Context Protocol

2549. OpenDataMCP - ⭐ 156 Connect any Open Data to any LLM with Model Context Protocol.

2550. mcp-jenkins - ⭐ 156 The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic’s MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.

2551. chatgpt-copilot - ⭐ 155 ChatGPT Copilot Extension for Visual Studio Code

2552. payram-mcp - ⭐ 155 Connect to hosted payram helper at: https://mcp.payram.com

2553. web3-research-mcp - ⭐ 155 Deep Research for crypto - free & fully local

2554. mcp-server-salesforce - ⭐ 155 Salesforce MCP Server

2555. chat.md - ⭐ 155 An md file as a chat interface and editable history in one.

2556. guidance-for-deploying-model-context-protocol-servers-on-aws - ⭐ 155 This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments with multiple security layers, including content delivery networks and web application firewalls.

2557. mcp-server-example - ⭐ 154 A simple MCP server to search for documentation (tutorial)

2558. mcp-server-metamcp - ⭐ 154 MCP Server MetaMCP manages all your other MCPs in one MCP.

2559. kinocut - ⭐ 154 Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

2560. python-mcp-server-client - ⭐ 153 支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai

2561. GEmojiSharp - ⭐ 153 :octocat: GitHub Emoji for C#, dotnet and beyond

2562. k8s-mcp-server - ⭐ 153 Manage Your Kubernetes Cluster with k8s mcp-server

2563. ollama-mcp - ⭐ 153 An MCP Server for Ollama

2564. hypertool-mcp - ⭐ 153 Dynamically expose tools from proxied servers based on an Agent Persona

2565. relay - ⭐ 153 An MCP client tool for Prism

2566. gopher-mcp - ⭐ 153 C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security, observability, connectivity. Stdio, HTTP+SSE, Streamable HTTP, WebSocket, TCP transports. Bindings for Python, TypeScript, Go, Rust, Java, C#.

2567. agentanycast - ⭐ 152 Connect AI agents across any network — zero config, encrypted, skill-based routing

2568. claude-code-karma - ⭐ 152 Dashboard for monitoring claude code sessions.

2569. mcp-discord - ⭐ 152 MCP server for discord bot

2570. google-surf-mcp - ⭐ 152 ✨Anti-Bot Search MCP: No API Key✨

2571. mcp-gateway - ⭐ 151 A gateway demo for MCP SSE Server

2572. unreal-analyzer-mcp - ⭐ 151 MCP server for Unreal Engine 5

2573. aicode-toolkit - ⭐ 151 Toolkit for Coding Agents to work reliably with repo of any size.

2574. any-chat-completions-mcp - ⭐ 151 MCP Server for using any LLM as a Tool

2575. claude-desktop-extension-bear-notes - ⭐ 151 Claude Desktop extension with bundled MCP Server for Bear note taking app

2576. mcp-interviewer - ⭐ 151 Catch MCP server issues before your agents do.

2577. mcp-server-serper - ⭐ 151 Serper MCP Server supporting search and webpage scraping

2578. eion - ⭐ 151 Shared Memory Storage for Multi-Agent Systems

2579. decipher-research-agent - ⭐ 151 Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

2580. mcp-client-go - ⭐ 150 mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers

2581. aai-gateway - ⭐ 150 Install MCP servers and skills once, share across all your AI agents — with 90% less context overhead.

2582. website-downloader - ⭐ 150 MCP server to download entire websites

2583. Financial-Modeling-Prep-MCP-Server - ⭐ 150 A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI assistants to access and analyze financial data, stock information, company fundamentals, and market insights.

2584. PocketStrike - ⭐ 150 PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ generation.

2585. figma-mcp-server - ⭐ 149 Model Context Protocol server implementation for Figma API

2586. kom - ⭐ 149 kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。

2587. Express-REST-API-and-MCP-Server-Framework - ⭐ 149 Express REST API and MCP Server Framework is a comprehensive development framework for building RESTful APIs and MCP servers with Express.js. It provides a complete template for creating production-ready APIs using Node.js, Express, Mongoose (MongoDB), and Sequelize (SQL databases).

2588. CreatorBox - ⭐ 149 🚀🎬灵活、高效、可扩展，专属剪辑配音工具箱，释放创作潜力 . Flexible, efficient, and scalable toolbox for editing and dubbing, unleashing creative potential

2589. UnityMCPIntegration - ⭐ 149 Enable AI Agents to Control Unity

2590. quick-data-mcp - ⭐ 149 Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code

2591. regenerator2000 - ⭐ 149 An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VICE debugger and more!

2592. LMStudio-MCP - ⭐ 149 A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.

2593. MCPHub-Desktop - ⭐ 149 Desktop APP for Discover and Install MCP Servers

2594. mcp-toolkit - ⭐ 149 Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts with a simple and intuitive API.

2595. agent-toolkit - ⭐ 149 Tools and agents for interacting with the Data Commons Knowledge Graph using the Model Context Protocol (MCP).

2596. forgejo-mcp - ⭐ 149 MIRROR ONLY!! This Model Context Protocol (MCP) server provides tools and resources for interacting with the Forgejo (specifically Codeberg.org) REST API.

2597. mcp-hetzner - ⭐ 149 A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions.

2598. plan-cascade - ⭐ 148 AI-powered cascading development framework. Decompose complex projects into parallel executable tasks with auto-generated PRDs, design docs, and multi-agent collaboration (Claude Code, Codex, Aider).

2599. paiml-mcp-agent-toolkit - ⭐ 148 Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

2600. raindrop-mcp - ⭐ 148 Raindrop MCP Server

2601. comet-mcp - ⭐ 148 MCP Server connecting to Perplexity Comet browser

2602. pubmearch - ⭐ 148 A PubMed MCP server.

2603. mcp-bigquery-server - ⭐ 148 A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

2604. codeql-mcp - ⭐ 147 This project runs a Model Context Protocol (MCP) server that wraps the CodeQL query server. It enables tools like Cursor or AI agents to interact with CodeQL through structured commands.

2605. meta_skill - ⭐ 147 Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, semantic search, bandit-optimized suggestions, and MCP integration

2606. claude-prompts - ⭐ 147 MCP prompt template server: hot-reload, thinking frameworks, quality gates

2607. adloop - ⭐ 147 An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.

2608. mcptrustchecker - ⭐ 147 Security scanner for MCP (Model Context Protocol) servers — reads the real published npm/PyPI source, not just metadata, to catch tool poisoning, prompt injection, toxic flows & supply-chain risk. Offline, deterministic A–F Trust Score, SARIF + CI gates.

2609. gRPC-zig - ⭐ 147 blazigly fast gRPC/MCP client & server implementation in zig

2610. esankhyiki-mcp - ⭐ 147 This repository consists of Source Code for Model Context Protocol (MCP) Pilot Project being undertaken by Ministry of Statistics and Programme Implementation and source code for the same is being shared under MIT License.

2611. xiaohongshu-mcp-python - ⭐ 146 xiaohongshu-mcp-python 是一个基于现代 Python 技术栈开发的小红书内容自动化发布工具，通过 Model Context Protocol（MCP）协议为 AI 客户端提供强大的小红书操作能力。项目核心功能包括小红书账户登录管理、图文内容发布、视频内容发布、内容搜索与获取、帖子详情查看以及评论互动等。支持多种图片格式（JPG、PNG、GIF）和视频格式（MP4、MOV、AVI），既可处理本地文件路径，也支持 HTTP/HTTPS 链接，为用户提供灵活的内容发布方案。 该工具特别适合内容创作者、营销人员和开发者使用，能够显著提升小红书内容发布的效率和自动化程度。通过标准化的 MCP 接口，用户可以轻松地将小红书操作能力集成到各种 AI 工作流中，实现智能化的内容管理

2612. postman-mcp-server - ⭐ 146 An MCP server that provides access to Postman.

2613. openwebui-extensions - ⭐ 146 A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.

2614. mcp-server-atlassian-bitbucket - ⭐ 146 Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

2615. IntelliConnect - ⭐ 146 本项目为xiaozhi-esp32提供后端服务 | A Powerful AI agent IoT platform core.

2616. frontmcp - ⭐ 146 TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.

2617. openzim-mcp - ⭐ 146 OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.

2618. goku - ⭐ 145 Goku is an HTTP load testing application written in Rust

2619. mssql-mcp - ⭐ 145 MSSQL Server MCP implementation written in C#

2620. ultimate_mcp_server - ⭐ 145 Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems

2621. MCP-PostgreSQL-Ops - ⭐ 145 🔍Professional MCP server for PostgreSQL operations & monitoring: 30+ extension-independent tools for performance analysis, table bloat detection, autovacuum monitoring, schema introspection, and database management. Supports PostgreSQL 12+.

2622. powerpoint - ⭐ 144 A MCP Server for creating Powerpoint Presentations

2623. uaip - ⭐ 144 Universal Agent Interactive Protocol (UAIP) is an open standard for ordered and verifiable interactions between autonomous services and AI agents.

2624. catia-v5-mcp-server - ⭐ 144 CATIA V5 MCP Server - Control CATIA V5 with AI via Model Context Protocol

2625. Gemini-mcp - ⭐ 143 MCP server implementation for Google’s Gemini API

2626. mcp-servers - ⭐ 143 mcp server implementations

2627. esp-mcp - ⭐ 143 Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

2628. ReActMCP - ⭐ 143 ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights powered by the Exa API.

2629. aks-mcp - ⭐ 143 A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

2630. MediaWiki-MCP-Server - ⭐ 143 Model Context Protocol (MCP) Server to connect your AI with any MediaWiki

2631. mcp-k8s - ⭐ 142 A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

2632. openagent - ⭐ 142 Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.

2633. mcpd - ⭐ 142 Declaratively define and run required tools across environments, from local development to containerized cloud deployments.

2634. memex - ⭐ 142 Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.

2635. herald-mail-app - ⭐ 142 Herald is a terminal email client and inbox cleanup tool with IMAP, AI-assisted triage, MCP tools, and SSH/browser-friendly app modes.

2636. codex-dev-mcp-suite - ⭐ 142 Four local, file-based MCP servers for solo devs/vibecoders: persistent memory, session handoff/resume, file checkpoints, token-efficient project briefings. Works with any MCP client.

2637. Delphi-MCP-Server - ⭐ 142 Native Delphi Server implementation of the Model Context Protocol (MCP)

2638. bloodhound_mcp - ⭐ 142 A Model Context Protocol (MCP) server to converse with data in Bloodhound

2639. Polymcp - ⭐ 141 Polymcp provides a simple and efficient way to interact with MCP servers using custom agents

2640. jupyter-ai-agents - ⭐ 141 🪐 🤖 AI Agents for JupyterLab with 🔧 MCP tools - Chat interface for optimized notebook interaction and code execution.

2641. rust-mcp-filesystem - ⭐ 141 Blazing-fast, asynchronous MCP server for seamless filesystem operations.

2642. MCP-X - ⭐ 141 这是一个MCP客户端，让你轻松配置各个大模型，对接各种MCP Server而开发。This is an MCP client that allows you to easily configure various large models and develop interfaces with various MCP servers.

2643. IB_MCP - ⭐ 141 This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).

2644. mcp-server - ⭐ 140 Model Context Protocol (MCP) server for the Webflow Data API.

2645. teslamate-mcp - ⭐ 140 A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

2646. Alicization-Town - ⭐ 140 ⚔️ Alicization Town is a decentralized, multi-agent pixel sandbox world powered by the Model Context Protocol (MCP). ⚔️ Alicization Town 是一个基于 MCP (Model Context Protocol) 架构的去中心化多智能体像素沙盒世界。

2647. Hegelion - ⭐ 140 Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis)

2648. mcp-server-datadog - ⭐ 140

2649. datagov-mcp - ⭐ 140 MCP server for Israel Government Data

2650. claudeus-wp-mcp - ⭐ 140 Claudeus WordPress MCP Server

2651. SecureMCP - ⭐ 140 SecureMCP is a security auditing tool designed to detect vulnerabilities and misconfigurations in applications using the Model Context Protocol (MCP). It proactively identifies threats like OAuth token leakage, prompt injection vulnerabilities, rogue MCP servers, and tool poisoning attacks.

2652. UnityMCP - ⭐ 140 Unity Editor integration with Model Context Protocol (MCP) enabling AI assistants like Claude to interact with Unity projects. Features a TypeScript MCP server and C# Unity plugin with extensible command handler architecture, TCP/IP communication, and dynamic plugin discovery.

2653. shopify-mcp - ⭐ 140 shopify mcp server for Claude Desktop, Claude Code, or any MCP-compatible client to manage products, customers, orders, inventory, and metafields through a typed tool interface of shopify mcp

2654. llm - ⭐ 140 Ruby’s capable AI runtime

2655. dedalus-mcp-python - ⭐ 139 A simple and performant Model Context Protocol framework for Python.

2656. graphiti-mcp-server - ⭐ 139 Graphiti MCP Server

2657. systemprompt-code-orchestrator - ⭐ 139 MCP server for orchestrating AI coding agents (Claude Code CLI & Gemini CLI). Features task management, process execution, Git integration, and dynamic resource discovery. Full TypeScript implementation with Docker support and Cloudflare Tunnel integration.

2658. ksail - ⭐ 139 Tool for creating, maintaining and operating Kubernetes clusters with ease.

2659. forgemax - ⭐ 139 Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)

2660. Awesome-MCP - ⭐ 139 Awesome ModelContextProtocol resources - A curated list of MCP resources

2661. charlotte - ⭐ 139 Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps

2662. rails-ai-context - ⭐ 139 38 MCP tools that give AI agents live access to your Rails schema, models, routes & conventions. Works with Claude Code, Cursor, Copilot, OpenCode, Codex CLI. Zero config.

2663. glade-mcp-unity - ⭐ 139 Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Unity Editor. 235+ granular tools, a Unity-aware system prompt, game design document project context, script semantic search, and skill calibration.

2664. dify-plugin-agent-mcp_sse - ⭐ 139 Dify 1.0 Plugin Support MCP Tools Agent strategies

2665. mcp-probe - ⭐ 139 A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interactive debugger.

2666. freecad-mcp - ⭐ 139 FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation

2667. mcp-watch - ⭐ 139 A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations.

2668. email-mcp - ⭐ 139 Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize email from any AI assistant via the Model Context Protocol

2669. mcp-montano-server - ⭐ 138 Simple MCP Server Implementation

2670. doc-ops-mcp - ⭐ 138 MCP server for seamless document format conversion and processing

2671. hayhooks - ⭐ 138 Easily deploy Haystack pipelines as REST APIs and MCP Tools.

2672. mcp-read-website-fast - ⭐ 138 Quickly reads webpages and converts to markdown for fast, token efficient web scraping

2673. mealie-mcp-server - ⭐ 138 MCP server that exposes Mealie APIs to MCP clients such as Claude Desktop

2674. iphone-mcp - ⭐ 138 A Model Context Protocol (MCP) server for automating iPhone tasks with Appium. Supports app control, UI interactions, and screenshot capture via streamable HTTP.

2675. socket-mcp - ⭐ 137 Model Context Protocol server for socket.dev integration

2676. mcp-endpoint-server - ⭐ 137 xiaozhi mcp接入点服务器，用于自定义mcp服务注册，方便拓展小智服务端工具调用

2677. OpenSCAD-MCP-Server - ⭐ 137 Devin’s attempt at creating an OpenSCAD MCP Server that takes a user prompt and generates a preview image and 3d file.

2678. Gitingest-MCP - ⭐ 137 mcp server for gitingest

2679. pentest-mcp - ⭐ 137 NOT for educational purposes: An MCP server for professional penetration testers including STDIO/HTTP/SSE support, nmap, go/dirbuster, nikto, JtR, hashcat, wordlist building, and more.

2680. mcp-ts-core - ⭐ 137 Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.

2681. mcp-arr - ⭐ 137 MCP server for *arr media management suite

2682. mcp-chat - ⭐ 137 Open Source Generic MCP Client for testing & evaluating mcp servers and agents

2683. spring-ai-playground - ⭐ 137 Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

2684. lyraios - ⭐ 137 LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them to interact with financial networks and blockchain public chains. The server offers a range of advanced AI assistants, including blockchain public chain operations (SOLANA,ETH,BSC,etc.)

2685. AutoGenesis - ⭐ 136 AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol (MCP), supporting multiple platforms including desktop applications (Windows/macOS) and mobile applications (iOS/Android).

2686. buttplug-mcp - ⭐ 136 Buttplug.io Model Context Protocol (MCP) Server

2687. -mcp-to-skill-converter - ⭐ 136 Convert any MCP server into a Claude Skill with 90% context savings

2688. design-systems-mcp - ⭐ 136 I’m your specialized design systems assistant. Ask me about components, tokens, patterns, and best practices.

2689. totem - ⭐ 136 Model Context Protocol server giving Claude (or any MCP client) full read + write access to your Whoop fitness data via the private reverse-engineered iOS API. 55 tools: recovery, sleep, strain, HRV trends, Strength Trainer, journal, Whoop Coach, and smart alarm. TypeScript + zod, auto-refresh Cognito auth.

2690. crawl4ai-mcp-server - ⭐ 135 用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token

2691. ZotLink - ⭐ 135 Production‑ready MCP server for Zotero to save open preprints (arXiv, CVF, bio/med/chemRxiv) with rich metadata and smart PDF attachments — with upcoming support for publisher databases (Nature, Science, IEEE Xplore, Springer).

2692. ChatPPT-MCP - ⭐ 135 The AI-powered PPT generation service based on ChatPPT can create presentations based on themes, requirements, or uploaded documents, supporting online editing and downloading.基于chatppt进行的AI PPT生成服务，可以满足基于主题或者要求、以及上传文档进行生成ppt，以及美化换模板、修改配色字体等，支持在线编辑与下载。

2693. mcp-for-patent-literature - ⭐ 135 MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap’s proprietary databases via Claude, Cursor and MCP-compatible clients.

2694. mcp-local-rag - ⭐ 134 “primitive” RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

2695. mkinf - ⭐ 134 mkinf SDK to interact with mkinf hub MCP servers

2696. mcp-linear - ⭐ 134 MCP server that enables AI assistants to interact with Linear project management system through natural language, allowing users to retrieve, create, and update issues, projects, and teams.

2697. easy-code-reader - ⭐ 134 A powerful MCP server for intelligently reading Java source code (For Jar and local project).

2698. llm.rb - ⭐ 134 Ruby’s most capable AI runtime

2699. llm.rb - ⭐ 134 Ruby’s capable AI runtime

2700. hermes-mcp - ⭐ 134 Hermes Atlas MCP exposing hermes atlas ecosystem catalog - to any MCP-aware client (claude, cursor, continue, windsurf, etc)

2701. mcp-evals - ⭐ 133 A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol) tool implementations using LLM-based scoring. This helps ensure your MCP server’s tools are working correctly and performing well.

2702. xcodeproj-mcp-server - ⭐ 133 A Model Context Protocol Server to manipulate *.xcodeproj

2703. mcp-think-tool - ⭐ 133 An MCP server implementing the think tool for Claude

2704. Multi-Source-Media-MCP-Server - ⭐ 133 An MCP Tool Implementation for Multi-Source Image Access & Generation

2705. magg - ⭐ 133 Magg: The MCP Aggregator

2706. Matryoshka - ⭐ 133 MCP server for token-efficient large document analysis via the use of REPL state

2707. ragrabbit - ⭐ 132 Open Source, Self-Hosted, AI Search and LLM.txt for your website

2708. N8N2MCP - ⭐ 132 Convert N8N agent / workflow into MCP servers, you can use it in Claude / Cursor / Super Chain

2709. hub-mcp - ⭐ 132 Docker Hub MCP Server

2710. narsil-mcp - ⭐ 132 Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

2711. orchestkit - ⭐ 132 The Complete AI Development Toolkit for Claude Code — 89 skills, 31 agents, 99 hooks. Production-ready patterns for full-stack development.

2712. omega-memory - ⭐ 132 Persistent memory for AI coding agents

2713. prism-coder - ⭐ 132 The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, persistent memory, multi-agent Hivemind and visual dashboard. Zero API keys required.

2714. stackchan-mcp - ⭐ 132 MCP gateway for StackChan (xiaozhi-esp32): bridge any MCP client to a CoreS3 + servo + camera robot

2715. healthcare-mcp-public - ⭐ 132 A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator.

2716. laravel-loop - ⭐ 131 Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for Laravel applications. It connects your Laravel application with AI assistants using the MCP protocol.

2717. mcp-server-asana - ⭐ 131

2718. mcp-streamable-http - ⭐ 131 Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

2719. openscad-mcp - ⭐ 131 A Model Context Protocol (MCP) server for OpenSCAD 3D modeling and rendering

2720. mcp-server-bigquery - ⭐ 131 A Model Context Protocol server that provides access to BigQuery

2721. mcp-hubspot - ⭐ 131 A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

2722. clarity-mcp-server - ⭐ 131 A Model Context Protocol (MCP) server for Microsoft Clarity

2723. mcp-sqlite - ⭐ 130 🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities

2724. mcp-gateway - ⭐ 130 A flexible gateway server that bridges Model Context Protocol (MCP) STDIO servers to MCP HTTP+SSE and REST API, enabling multi-instance MCP servers to be exposed over HTTP.

2725. mcp-server - ⭐ 130 BrowserStack’s Official MCP Server

2726. mcp-server-ccxt - ⭐ 130 High-performance CCXT MCP server for cryptocurrency exchange integration

2727. beyond-mcp - ⭐ 130 It’s time to push beyond MCP Servers… Right?

2728. native-devtools-mcp - ⭐ 130 MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.

2729. opencode-mcp - ⭐ 130 MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencode-mcp with Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP client.

2730. MiniMax-MCP-JS - ⭐ 129 Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax’s powerful AI capabilities including image generation, video generation, text-to-speech, and voice cloning APIs.

2731. mcp-devtools - ⭐ 129 A modular MCP server that provides commonly used developer tools for AI coding agents

2732. awesome-crypto-mcp-servers - ⭐ 129 A collection of crypto MCP servers.

2733. exstruct - ⭐ 129 Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading and writing by AI agents through MCP integration.

2734. laravel-toon - ⭐ 129 TOON encoding for Laravel. Encode data for AI/LLMs with ~50% fewer tokens than JSON.

2735. indonesia-gov-apis - ⭐ 129 🇮🇩 50+ Indonesian Government APIs & Data Sources — BPS, OJK, BPJPH, BPOM, Bank Indonesia, IDX, BMKG + MCP servers. Python examples, scraping patterns, and practical gotchas.

2736. prism-mcp - ⭐ 129 The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, persistent memory, multi-agent Hivemind and visual dashboard. Zero API keys required.

2737. octagon-mcp-server - ⭐ 129 A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based research within Claude Desktop and other popular MCP clients.

2738. MiniClaw - ⭐ 129 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception, Memory Apoptosis, and a Curiosity Drive. Evolve your AI Copilot into a sentient partner for Claude Desktop, Qoderwork, Cursor, and beyond.

2739. server-google-news - ⭐ 129 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

2740. mcp-musescore - ⭐ 129 A Model Context Protocol (MCP) server that provides programmatic control over MuseScore!

2741. jupyter-notebook-mcp - ⭐ 128 A Model Context Protocol (MCP) for Jupyter Notebook

2742. mcp-victoriametrics - ⭐ 128 The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

2743. specs-workflow-mcp - ⭐ 128 Intelligent spec workflow management MCP server

2744. linear-mcp - ⭐ 128 a private MCP server for accessing Linear

2745. dart-mcp-server - ⭐ 128 Dart AI Model Context Protocol (MCP) server

2746. Fusion-360-MCP-Server - ⭐ 127 Control Fusion 360 with any AI through Model Context Protocol (MCP)

2747. mcp-server-aws - ⭐ 127 A Model Context Protocol server implementation for operations on AWS resources

2748. mcp-server-plugin - ⭐ 127 JetBrains MCP Server Plugin

2749. think-mcp-server - ⭐ 127

2750. portainer-mcp - ⭐ 127 Portainer MCP server

2751. computer-control-mcp - ⭐ 127 MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime. Similar to ‘computer-use’ by Anthropic. With Zero External Dependencies.

2752. template-repo - ⭐ 127 Agent orchestration & security template featuring MCP tool building, agent2agent workflows, mechanistic interpretability on sleeper agents, and agent integration via CLI wrappers

2753. erpnext-mcp-server - ⭐ 127 Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.

2754. codesys-mcp-toolkit - ⭐ 127 Model Context Protocol server for CODESYS automation platform

2755. aws-cost-explorer-mcp-server - ⭐ 126 MCP server for understanding AWS spend

2756. sysplant - ⭐ 126 Your Windows syscall hooking factory - feat Canterlot’s Gate - All accessible over MCP

2757. mcp-shodan - ⭐ 126 MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.

2758. mcp - ⭐ 126 🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.

2759. awesome-unipds-projects - ⭐ 126 A curated list of original projects built by students of the UNIPDS Software engineering with Applied AI Engineering postgrad course.

2760. kicad-mcp-pro - ⭐ 126 Model Context Protocol server for KiCad PCB and schematic automation, exposing project setup, editing, validation gates, DFM/SI/PI helpers, simulation support, and manufacturing exports.

2761. cesium-mcp - ⭐ 126 AI-powered CesiumJS 3D globe control 49 tools for camera, entities, layers, animation & spatial analysis via Model Context Protocol (MCP). Natural language to 3D GIS.

2762. line-desktop-mcp - ⭐ 126 透過 MCP（Model Context Protocol），使 AI 工具能夠與 LINE Desktop 整合，並執行訊息的讀取與發送操作。Through the MCP (Model Context Protocol), AI tools can be integrated with LINE Desktop to perform message reading and sending operations.

2763. play-store-mcp - ⭐ 125 An MCP server that connects to Play Store Console and release new App versions from an MCP Client

2764. aws-lambda-mcp-cookbook - ⭐ 125 This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda function and AWS CDK Python code with all the best practices and a complete CI/CD pipeline.

2765. cloudflare-mcp - ⭐ 125 unofficial mcp server for cloudflare api

2766. web-scout-mcp - ⭐ 125 A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.

2767. awesome-openclaw - ⭐ 125 Curated awesome list for OpenClaw (formerly Moltbot/Clawdbot): skills, plugins, memory systems, MCP tools, deployment stacks, ecosystem platforms, and developer tooling.

2768. mcp-client-server - ⭐ 125 An MCP Server that’s also an MCP Client. Useful for letting Claude develop and test MCPs without needing to reset the application.

2769. native-devtools-mcp - ⭐ 125 MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.

2770. mcp_proxy_rust - ⭐ 125 A proxy to use HTTP/SSE MCPs from STDIO clients

2771. perplexity-webui-scraper - ⭐ 125 An advanced, high-performance Python client, MCP server, and REST API for reverse-engineering Perplexity AI’s WebUI.

2772. DecompilerServer - ⭐ 125 A powerful MCP (Model Context Protocol) server for decompiling and analyzing .NET assemblies, with specialized support for Unity’s Assembly-CSharp.dll files. DecompilerServer provides comprehensive decompilation, search, and code analysis capabilities through a rich set of tools and APIs.

2773. mcp - ⭐ 124 🐉 The fast, PHP way to build MCP servers

2774. turbo-flow-claude - ⭐ 124 Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI agents, Claude Flow, SPARC methodology, and automatic context loading! Deploy intelligent multi-agent swarms, coordinate autonomous workflows.

2775. context-sync - ⭐ 124 Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.

2776. mcp-virustotal - ⭐ 124 MCP server for VirusTotal API — analyze URLs, files, IPs, and domains with comprehensive security reports, relationship analysis, and pagination support.

2777. fastmail-mcp - ⭐ 124 A Model Context Protocol (MCP) server that provides access to the Fastmail API, enabling AI assistants to interact with email, contacts, and calendar data. Includes a DXT (desktop extension) for Claude Desktop.

2778. mcp-armor - ⭐ 124 MCP Armor continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.

2779. zendesk-mcp-server - ⭐ 124 A Model Context Protocol server for Zendesk

2780. EnergyPlus-MCP - ⭐ 124 The first open-source Model Context Protocol server enabling AI assistants and applications to interact programmatically with EnergyPlus building energy simulation.

2781. mcp-glootie - ⭐ 123 wanna develop an app ❓

2782. ffmpeg-mcp - ⭐ 123 Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback,clip, overlay, concat and other functions

2783. google-tag-manager-mcp-server - ⭐ 123 MCP server for Google Tag Manager

2784. ASI - ⭐ 123 Android ✧ Gemma Integration into Android System Intelligence

2785. p4mcp-server - ⭐ 123 [Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.

2786. powerpoint-mcp - ⭐ 123 Open Source Model Context Protocol server for PowerPoint automation on Windows via pywin32

2787. Mureka-mcp - ⭐ 123 generate lyrics, song and background music(instrumental). Model Context Protocol (MCP) server.

2788. mcp-svelte-docs - ⭐ 122 🔍 MCP server that lets you search and access Svelte documentation with built-in caching

2789. mcp-gm - ⭐ 122 wanna develop an app ❓

2790. MCP-Workspace-Server - ⭐ 122 🚀 Beyond Filesystem - Complete AI Development Environment - One MCP Server provides full Agent capability stack: web development, code execution, data processing, image generation. No need for multiple tools, configure once. Perfect support for Dify, FastGPT, Cherry Studio. 文件操作、Python/Node.js 代码执行、Web 应用一键部署（支持泛域名）、Excel 处理、图像生成。开箱即用

2791. remote-mcp-functions-dotnet - ⭐ 122 This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design using

2792. env-doctor - ⭐ 122 Debug your GPU, CUDA, and AI stacks across local, Docker, and CI/CD (CLI and MCP server)

2793. mcp-mianshiya-server - ⭐ 122 基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务，快速让 AI 搜索企业面试真题和答案

2794. mcp-package-version - ⭐ 122 An MCP server that provides LLMs with the latest stable package versions when coding

2795. Pare - ⭐ 122 Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

2796. sandbox-mcp - ⭐ 122 A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.

2797. modex - ⭐ 122 Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.

2798. mcp-trino - ⭐ 122 A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.

2799. muppet - ⭐ 121 MCP Servers SDK for TypeScript

2800. n8n-mcp-server - ⭐ 121 MCP server implementation for n8n workflow automation

2801. Taiwan-Health-MCP - ⭐ 121

2802. augments-mcp-server - ⭐ 121 Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.

2803. awesome-mcp-enterprise - ⭐ 121 A curated list of awesome MCP (Model Context Protocol) tools, platforms, and services for enterprises.

2804. mcp-juridico-brasil - ⭐ 121 Plataforma juridica modular via Model Context Protocol - modulo de acompanhamento processual sobre a API publica do DataJud (CNJ)

2805. ffmpeg-mcp - ⭐ 120 An MCP server for FFmpeg

2806. google-sheets-mcp - ⭐ 120 Google Sheets MCP Server 📊🤖

2807. mcp - ⭐ 120 Frappe MCP allows Frappe apps to function as MCP servers

2808. mcp-hubspot - ⭐ 120 A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

2809. action_mcp - ⭐ 120 Rails Engine with MCP compliant Spec.

2810. windbg-ext-mcp - ⭐ 120 WinDbg-ext-MCP bridges your favorite LLM client (like Cursor, Claude, or VS Code) with WinDbg, enabling real-time, AI assisted kernel debugging. Write prompts in your AI coding assistant and receive instant, context-aware analysis and insights from your live kernel debugging session.

2811. elevenlabs-mcp-server - ⭐ 119

2812. mcp-ts-template - ⭐ 119 TypeScript template for building Model Context Protocol (MCP) servers. Ships with declarative tools/resources, pluggable auth, multi-backend storage, OpenTelemetry observability, and first-class support for both local and edge (Cloudflare Workers) runtimes.

2813. MySearch-Proxy - ⭐ 119 Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social / X.

2814. deepl-mcp-server - ⭐ 119 A Model Context Protocol (MCP) server that provides translation capabilities using the DeepL API.

2815. CE-MCP-Plugin - ⭐ 119 CE MCP Plugin是一个Cheat Engine插件，它实现了Model Context Protocol (MCP)，允许AI模型与Cheat Engine进行交互。通过这个插件，AI可以使用Cheat Engine的各种功能，如内存读写、进程管理等。

2816. JavaSinkTracer_MCP - ⭐ 119 基于函数级污点分析的 Java 源代码漏洞审计工具JavaSinkTracer，通过 Model Context Protocol (MCP) 为 AI 助手提供安全分析能力。

2817. mcp-prompts - ⭐ 119 Model Context Protocol server for managing, storing, and providing prompts and prompt templates for LLM interactions.

2818. mcp-windows-desktop-automation - ⭐ 118 A Model Context Protocol (MCP) server for Windows desktop automation using AutoIt.

2819. model-context-protocol-mcp-hands-on-with-agentic-ai-2034200 - ⭐ 118 This is a code repository for the LinkedIn Learning course Model Context Protocol (MCP): Hands-On with Agentic AI [ASI] [TEXT] [MODELS]

2820. memorizer-v1 - ⭐ 118 Vector-search powered agent memory MCP server

2821. polymarket-mcp - ⭐ 118 MCP Server for PolyMarket API

2822. agenticmail - ⭐ 118 Email & SMS infrastructure for AI agents — send and receive real email and text messages programmatically

2823. mcp-jfrog - ⭐ 118 Deprecated - Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.

2824. mcp-reticle - ⭐ 118 Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

2825. mcp_client - ⭐ 118 MCP Client Implementation using Python, LangGraph and Gemini

2826. github-stars - ⭐ 118 A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

2827. VisionCraft-MCP-Server - ⭐ 117 VisionCraft MCP delivers up-to-date, specialized computer vision and Gen-AI knowledge directly to Claude and other AI assistants.

2828. mcp-server - ⭐ 117 An MCP server for InterviewReady

2829. kodit - ⭐ 117 👩‍💻 MCP server to index external repositories

2830. outline-mcp-server - ⭐ 117 It’s an MCP server… for Outline (the documentation platform!)

2831. diagram-mcp-server - ⭐ 117 An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, GCP, Kubernetes and more

2832. dottedsign-mcp - ⭐ 117 A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage signing tasks, templates, and document status via natural language.

2833. houtini-lm - ⭐ 117 MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.

2834. pocketbase-mcp - ⭐ 116 MCP server for building PocketBase apps really quickly - Need a front end quick consider FastPocket

2835. brave-search-mcp - ⭐ 116 An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context Search capabilities

2836. forge-orchestrator - ⭐ 116 Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift detection. Rust.

2837. arbor - ⭐ 116 Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.

2838. mitmproxy-mcp - ⭐ 116 MCP Server that wraps mitmproxy and exposes it as a tool to any MCP client, allows your AI agents to inspect traffic, filter traffic, intercept & modify traffic, request reply, set global headers, and start/stop mitmproxy as needed.

2839. crawl4ai-mcp-server - ⭐ 116 🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl’s API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.

2840. MayaMCP - ⭐ 116 Model Context Protocol (MCP) server implementation for Autodesk Maya

2841. cli - ⭐ 115 Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.

2842. MCppServer - ⭐ 115 Fast and super efficient Minecraft Server written in C++

2843. remote-mcp-apim-functions-python - ⭐ 115 Azure API Management as AI Gateway to Remote MCP servers.

2844. oracle-mcp-server - ⭐ 115 MCP Server for working with large Oracle databases

2845. remote-mcp-functions-python - ⭐ 115 Getting Started with Remote MCP Servers using Azure Functions (Python)

2846. fhir-mcp-server - ⭐ 115 FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.

2847. winremote-mcp - ⭐ 115 Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP

2848. google-ai-mode-mcp - ⭐ 115 MCP server for free Google AI Mode search with citations. Query optimization, CAPTCHA handling, multi-agent support. Works with Claude Code, Cursor, Cline, Windsurf.

2849. embedded-debugger-mcp - ⭐ 115 A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more

2850. ogham-mcp - ⭐ 115 Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

2851. mcp - ⭐ 115 🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots

2852. swagger-mcp - ⭐ 114 Swagger to MCP server

2853. foxy-contexts - ⭐ 114 Foxy contexts is a library for building context servers supporting Model Context Protocol

2854. vikunja-mcp - ⭐ 113 Model Context Protocol server for Vikunja task management. Enables AI assistants to interact with Vikunja instances via MCP.

2855. a2a-mcp-tutorial - ⭐ 113 A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google

2856. MCP-oura - ⭐ 113 MCP server for Oura API integration

2857. AgenticGoKit - ⭐ 113 Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade observability.

2858. sourcerer-mcp - ⭐ 113 MCP for semantic code search & navigation that reduces token waste

2859. langgraph-ai - ⭐ 113 A comprehensive collection of LangGraph implementations, tutorials, and advanced AI workflows covering Agentic RAG systems, MCP (Model Context Protocol) development, and practical AI application patterns.

2860. awesome-context-engineering - ⭐ 113 A curated list of awesome open-source libraries for context engineering (Long-term memory, MCP: Model Context Protocol, Prompt/RAG Compression, Multi-Agent)

2861. MCP4EDA - ⭐ 113 This is the Github Repo for the paper: MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. MCP server for a collection of open-source EDA tools

2862. okx-agent-trade-kit - ⭐ 113 okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic trading crypto bot okx trading bot okx api mcp okx trading bot crypto mcp

2863. flstudio-mcp - ⭐ 113 AI-powered FL Studio control via the Model Context Protocol. Beyond piano-roll notes — full in-DAW mixing (Mix Doctor, gain staging, EQ/comp/reverb, reference matching), routing, and composition through Claude and other MCP clients. 67 tools. Windows & macOS.

2864. langfuse-mcp - ⭐ 112 A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

2865. crypto-indicators-mcp - ⭐ 112 An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.

2866. punkpeye_awesome-mcp-servers - ⭐ 112 Mirror of https://github.com/punkpeye/awesome-mcp-servers

2867. yfinance-mcp - ⭐ 112

2868. mcp-checkpoint - ⭐ 112 MCP Checkpoint continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.

2869. DINO-X-MCP - ⭐ 112 Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with real-world visual perception through image object detection, localization, and captioning APIs.

2870. pfsense-mcp-server - ⭐ 112 Model Context Protocol (MCP) server for pfSense firewall management. Control firewall rules, VPNs, DNS, DHCP and diagnostics in natural language from Claude Desktop, Claude Code or any MCP client — 333 wire-format-verified tools for the pfSense REST API, with safety guardrails, config backup and rollback on every change.

2871. lunchmoney-mcp - ⭐ 112 A Model Context Protocol (MCP) server implementation for LunchMoney, providing programmatic access to personal finance management through LunchMoney’s API.

2872. notion-mcp - ⭐ 111 A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion’s API.

2873. Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP - ⭐ 111 🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek’s reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

2874. MCP-searxng - ⭐ 111 MCP server for connecting agentic systems to search systems via searXNG

2875. spring-documentation-mcp-server - ⭐ 111 Spring Boot based MCP Server provide full Spring Ecosystem Documentation for LLMs

2876. vscode-as-mcp-server - ⭐ 111 Expose VSCode features such as file viewing and editing as MCP, enabling advanced AI-assisted coding directly from tools like Claude Desktop

2877. mcpauth - ⭐ 111 Authentication for MCP Servers

2878. gemini-cli-mcp-server - ⭐ 111

2879. mcp.science - ⭐ 111 Open Source MCP Servers for Scientific Research

2880. idun-agent-platform - ⭐ 111 🟪 Open source Agent Governance Platform that turns any LangGraph or ADK agent into a production-ready service. Supports: AG-UI, CopilotKit API, OpenTelemetry, MCP, memory, guardrails, SSO, RBAC.

2881. mcp - ⭐ 111 MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap’s proprietary databases via Claude, Cursor and MCP-compatible clients.

2882. livebook_tools - ⭐ 110 Powertools for livebook.dev — AI Code Editing, MCP Servers, and Running Livebooks from the CLI

2883. dash-mcp-server - ⭐ 110 MCP server for Dash, the macOS documentation browser

2884. apple-rag-mcp - ⭐ 110  MCP server providing AI agents with instant access to Apple developer documentation via RAG technology

2885. code-pathfinder - ⭐ 110 AI-Native Static Code Analysis for modern security teams. Built for finding vulnerabilities, advanced structural search, derive insights and supports MCP

2886. SmartDB_MCP - ⭐ 110 Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health checks, SQL optimization, and index health detection

2887. powerbi-mcp - ⭐ 110 MCP server for natural language interaction with Power BI datasets

2888. mcp-image - ⭐ 110 MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.

2889. iai-mcp - ⭐ 110 The best-benchmarked open-source memory system for AI coding assistants

2890. Fabric-Analytics-MCP - ⭐ 110 A Model Context Protocol (MCP) server that enables AI assistants to securely access and analyze Microsoft Fabric Analytics data through authenticated API calls.

2891. gno - ⭐ 109 Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

2892. MCP2Lambda - ⭐ 109 Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic’s Model Context Protocol (MCP).

2893. server-wp-mcp - ⭐ 109

2894. game-asset-mcp - ⭐ 109 An MCP server for creating 2D/3D game assets from text using Hugging Face AI models.

2895. kibitz - ⭐ 109 The coding agent for professionals

2896. browser-debugger-cli - ⭐ 109 CLI tool for agents to quickly access browser telemetry (DOM, network, console) via Chrome DevTools Protocol.

2897. flexible-graphrag - ⭐ 109 Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, schemas, LLMs, Docling or LlamaParse doc processing, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular frontends, FastAPI backend, REST API, MCP Server. Please 🌟 Star

2898. rust-docs-mcp - ⭐ 109 MCP server for agents to explore rust docs, analyze source code, and build with confidence

2899. one-search-mcp - ⭐ 109 🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, Tavily, DuckDuckGo, Bing, etc.

2900. a2ajava - ⭐ 109 Pure java implementation of Google A2A protocol. Integrate your spring boot java applications with A2A protocol , includes client and sever both. Any agent built with a2ajava will also be exposed as MCP tool automatically

2901. buddy - ⭐ 109 A virtual pet companion for your AI — Designed to provide in-context code review feedback with personality. Grow with your buddy and level up together. Works with Claude Code, Codex, CursorCLI, Github CopilotCLI, OpenClaw, and any MCP compatible clients

2902. junos-mcp-server - ⭐ 109 This is a Junos Model Context Protocol (MCP) Server project that provides a bridge between MCP-compatible clients (like Claude Desktop) and Juniper Junos network devices.

2903. square-mcp-server - ⭐ 109 A Model Context Protocol (MCP) server for square

2904. uml-mcp - ⭐ 109 UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language description or directly writing PlantUML and Mermaid and Kroki https://uml-mcp.vercel.app/mcp

2905. abaqus-mcp-server - ⭐ 108 An MCP (Model Context Protocol) server designed to interact with an already running Abaqus/CAE Graphical User Interface (GUI). It allows for the execution of Python scripts within the Abaqus environment and retrieval of messages from the Abaqus message log/area, all through MCP tools.

2906. deep-code-reasoning-mcp - ⭐ 108 A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google’s Gemini AI

2907. share-best-mcp - ⭐ 108 世界上最好的MCP Servers的列表,The best mcp servers in the world.

2908. minesweeper-mcp-server - ⭐ 108 An MCP server for playing Minesweeper

2909. asyncmcp - ⭐ 108 Async transport layers for MCP

2910. mcp-client - ⭐ 108 An MCP client for Node.js.

2911. payloadcmsmcp - ⭐ 108 Payload CMS MCP Server

2912. mcpm - ⭐ 108 A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers

2913. deepl-mcp-server - ⭐ 108 A Model Context Protocol (MCP) server that provides translation capabilities using the DeepL API.

2914. gemini-mcp-desktop-client - ⭐ 108 first gemini based desktop client for MCP

2915. sqlite-explorer-fastmcp-mcp-server - ⭐ 108 An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

2916. cve-search_mcp - ⭐ 108 A Model Context Protocol (MCP) server for querying the CVE-Search API

2917. deep-code-reasoning-mcp - ⭐ 107 A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google’s Gemini AI

2918. slack-mcp-server - ⭐ 107 A Slack MCP server

2919. selfhosted-supabase-mcp - ⭐ 107 An MCP Server for your Self Hosted Supabase

2920. arxiv-latex-mcp - ⭐ 107 MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.

2921. csharp-runner - ⭐ 107 fast, secure c# runner

2922. snippy - ⭐ 107 🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.

2923. all-in-one-model-context-protocol - ⭐ 107 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

2924. identity - ⭐ 107 AGNTCY Identity allows to onboard, create and verify identities for Agents, Model Context Protocol (MCP) Servers and Multi-Agent Systems (MASs).

2925. memory-mcp-server - ⭐ 106 A Model Context Protocol server that provides knowledge graph management capabilities.

2926. xclaude-plugin - ⭐ 106 iOS development ClaudeCode plugin for mindful token and context usage. Contains modular MCPs that group various Xcode/IDB tools based on your current workflow.

2927. go-utcp - ⭐ 106 Official Go implementation of the UTCP

2928. mcp-server-apple-events - ⭐ 106 MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

2929. ToolsForMCPServer - ⭐ 106 The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS), a low-code platform, offers immense possibilities. If you’ve created snippets for GAS, these could be revitalized and/or leveraged in new ways by using them as the MCP server. The Gemini CLI and other MCP clients will be useful in achieving this.

2930. homeassistant-mcp - ⭐ 106 Home Assistant MCP Server - Control your smart home with AI assistants via the Model Context Protocol

2931. ruby-mcp-client - ⭐ 106 This is a Ruby implementation of MCP (Model Context Protocol) client

2932. twenty-crm-mcp-server - ⭐ 106 A Model Context Protocol (MCP) server for Twenty CRM integration. Enables natural language interactions with your CRM data through Claude and other AI assistants. Supports CRUD operations, dynamic schema discovery, and advanced search across people, companies, tasks, and notes.

2933. mcp-victorialogs - ⭐ 106 The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

2934. agentic-pymol - ⭐ 106 A Model Context Protocol (MCP) server that exposes PyMOL as a typed tool surface to your agent (Claude Code/Desktop, Codex, or any MCP-compatible client)

2935. flowlens-mcp-server - ⭐ 105 FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full browser context for in-depth debugging and regression testing.

2936. typescript-utcp - ⭐ 105 Official typescript implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

2937. ZipAgent - ⭐ 105 轻量级AI Agent框架，让你5分钟构建专属智能助手。Lightweight AI Agent framework. Build your AI assistant in 5 minutes.

2938. GenesisCore - ⭐ 105 One click installation! BlenderMCP tool that supports DeepSeek, Claude, and others, fully integrated into Blender!

2939. linggen-memory - ⭐ 105 A local-first memory layer for AI (Cursor, Zed, Claude). Persistent architectural context via semantic search.

2940. academic-search-mcp-server - ⭐ 105 Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

2941. deep-code-reasoning-mcp - ⭐ 105 A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google’s Gemini AI

2942. fullstack-langgraph-nextjs-agent - ⭐ 105 Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP integration for dynamic tool loading, human-in-the-loop tool approval, persistent conversation memory with PostgreSQL, and real-time streaming responses. Built with TypeScript, React, Prisma, and Tailwind CSS.

2943. askimo - ⭐ 105 Local-first AI agent platform for desktop and CLI. Chat, RAG search, multi-step Plans workflows, MCP tools, and Agents integration. Supports OpenAI, Claude, Gemini, Grok, Ollama, LM Studio and more

2944. splunk-mcp - ⭐ 105 A Model Context Protocol (MCP) implementation for Splunk Enterprise and Cloud integration with Cursor IDE or Claude

2945. pinescript-mcp-server - ⭐ 105 A Model Context Protocol (MCP) server for working with TradingView PineScript

2946. wecom-bot-mcp-server - ⭐ 105 A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environments.

2947. npm-packages - ⭐ 105 NPM packages for MCP-B: Transport layers, React hooks, and browser tools for the Model Context Protocol

2948. caldav-mcp - ⭐ 105 🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.

2949. mcp-gopls - ⭐ 105 Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

2950. claude-emporium - ⭐ 104 🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace

2951. agentcare-mcp - ⭐ 104 MCP Server for EMRs with FHIR

2952. freqtrade-mcp - ⭐ 104 An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

2953. linggen - ⭐ 104 A local-first memory layer for AI (Cursor, Zed, Claude). Persistent architectural context via semantic search.

2954. vectorize-mcp-server - ⭐ 104 Official Vectorize MCP Server

2955. coddy-agent - ⭐ 104 Open-source distroless harness coding agent in Go. Has embedded WebUI. Works with any IDE via ACP and with OpenAI clients via OpenAI-compatible REST API. Supports any OpenAI-compatible providers. Can use SKILLS and MCP servers.

2956. woocommerce-mcp-server - ⭐ 104 A WooCommerce (MCP) Model Context Protocol server

2957. ollama-mcp-bridge - ⭐ 104 Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots

2958. searxng-mul-mcp - ⭐ 104 A Model Context Protocol (MCP) server for SearXNG search engine with multi-query parallel search support

2959. dicom-mcp - ⭐ 104 [top rated oral EANM’25] Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

2960. mcp-ssh - ⭐ 104 A Model Context Protocol (MCP) server for managing and controlling SSH connections.

2961. smileyCoin - ⭐ 103 simple web ui to manage mcp (model context protocol) servers in the claude app

2962. memory-bank-MCP - ⭐ 103 Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge, from high-level goals to technical details and day-to-day progress.

2963. solana-mcp - ⭐ 103 Solana Agent Kit MCP Server

2964. ARIES - ⭐ 103 顺便一提，我们支持 RWKV | 「Intel 2025 人工智能创新大赛」🚀AutoOPS: Provide the chaos brought by language models to the operation and maintenance industry! 🏆使用 LLM 提供的动力实现全自动运维，支持 Windows Server/Linux/macOS/Cisco IOS，可进行全网自动管理，让我们颠覆运维行业【带外管理/自动运维/IoT设备管理/WebHook监控/任意平台/全模态Workflow】

2965. http-oauth-mcp-server - ⭐ 103 Remote MCP server (SEE + Streamable HTTP) implementing the MCP spec’s authorization extension. Use directly from your agents, or from Cursor / Claude with mcp-remote

2966. chronulus-mcp - ⭐ 103 MCP Server for Chronulus AI Forecasting and Prediction Agents

2967. alibabacloud-ack-mcp-server - ⭐ 103 Alibaba Cloud’s ack-mcp-server unifies container operations capabilities, enabling AI assistants and third-party AI agents to perform complex tasks via natural language through the MCP protocol, empowering container-native AIOps. DingTalk discussion group: 70080006301

2968. alibaba-cloud-ops-mcp-server - ⭐ 103 AlibabaCloud CloudOps MCP Server

2969. wanaku - ⭐ 103 Wanaku MCP Router

2970. sample-agentic-ai-demos - ⭐ 103 Collection of examples of how to use Model Context Protocol with AWS.

2971. Mira - ⭐ 103 Mobile runtime detection workbench for AI (iOS and Android)

2972. pluggedin-app - ⭐ 103 The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

2973. imap-mcp-server - ⭐ 103 A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude

2974. mcp-server-idapro - ⭐ 103 A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

2975. jevcore - ⭐ 103 TypeSafe Jev for DeepSeek Harness, the Model Context Protocol, and plain Node: typed judgments instead of prose, offline by default.

2976. remote-mcp-functions - ⭐ 102 Landing page for Remote MCP Server efforts in Azure Functions with links to all language stack specific repos.

2977. godoc-mcp - ⭐ 102 go doc mcp server

2978. mcp-screenshot-website-fast - ⭐ 102 Quickly screenshots webpages and converts to an LLM friendly size

2979. systemprompt-mcp-server - ⭐ 102 A complete, production-ready implementation of a Model Context Protocol (MCP) server demonstrating OAuth 2.1, tools, prompts, resources, sampling, and notifications using Reddit as a real-world integration example.

2980. openai-gpt-image-mcp - ⭐ 102 A Model Context Protocol (MCP) tool server for OpenAI’s GPT-4o/gpt-image-1 image generation and editing APIs.

2981. mcp-python-interpreter - ⭐ 102 MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

2982. chimp - ⭐ 102 Build type-safe, boilerplate-less MCP servers and clients in Scala

2983. mcp-graphiti - ⭐ 102 Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

2984. formanator - ⭐ 102 Submit Forma https://joinforma.com benefit claims from the command line and Model Context Protocol (MCP) clients, with support for AI-powered receipt analysis with an LLM or Jev

2985. mcp-client-nodejs - ⭐ 102 Node.js Client Implementation for Model Context Protocol (MCP)

2986. tally-mcp-server - ⭐ 102 Tally Prime MCP (Model Context Protocol) Server implementation to feed Tally ERP data to popular LLM like Claude, ChatGPT supporting MCP

2987. gemini-desktop - ⭐ 102 The MCP Gemini Electron App is a cross-platform desktop application that creates a seamless chat interface for Google’s Gemini AI models with extensible capabilities through a Model Context Protocol (MCP) framework.

2988. purple-mcp - ⭐ 101 Access SentinelOne’s Purple AI and security services through the Model Context Protocol (MCP) - query alerts, vulnerabilities, misconfigurations, and inventory

2989. MiniMax-Coding-Plan-MCP - ⭐ 101 Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development workflows

2990. btp-sap-odata-to-mcp-server - ⭐ 101 BTP CloudFoundry Node.js MCP server for SAP OData services integration

2991. stock-mcp - ⭐ 101 专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好

2992. claude-code-mcp-enhanced - ⭐ 100 Enhanced Claude Code MCP server with orchestration capabilities, reliability improvements, and self-contained execution patterns

2993. mcp-hono-stateless - ⭐ 100 An example Hono MCP server using Streamable HTTP

2994. AgentBoard - ⭐ 100 A switchboard for AI in your browser: wire in any model, script WebMCP tools, connect remote MCP servers, bring your commands.

2995. autodev-codebase - ⭐ 100 A vector embedding-based code semantic search tool with MCP server and multi-model integration. Can be used as a pure CLI tool. Supports Ollama for fully local embedding and reranking, enabling complete offline operation and privacy protection for your code repository

2996. complete-intro-to-mcp - ⭐ 100 The Complete Intro to MCP Servers, as taught for Frontend Masters by Brian Holt

2997. mpm-vibe-coding - ⭐ 100 MPM is an MCP context-engineering layer for Vibe Coding, focused on three delivery bottlenecks: context loss, uncontrolled changes, and non-verifiable outcomes.

2998. mcp-memory-keeper - ⭐ 100 MCP server for persistent context management in AI coding assistants

2999. unreal-mcp - ⭐ 100 MCP server for Unreal Engine that uses Unreal Python Remote Execution

3000. monolith - ⭐ 100 MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access to Blueprints, Materials, Niagara VFX, Animation, Mesh, AI (BT/ST/EQS/SO), GAS, Logic Driver, ComboGraph, UI, Audio (Sound Cues + MetaSounds), and more. 1,226 actions across 16 modules. Zero Python dependency.

3001. mcp-trust-plane - ⭐ 100 Composable data security plane for Model Context Protocol. Pluggable layers — collect, analyze, guard — across 50+ enterprise providers. Open architecture.

3002. mcp-open-library - ⭐ 100 A Model Context Protocol (MCP) server for the Internet Archive’s Open Library API that enables AI assistants to search for book and author information.

3003. next-mcp-server - ⭐ 99 Help LLMs to understand your Next apps better

3004. turbular - ⭐ 99 A MCP server allowing LLM agents to easily connect and retrieve data from any database

3005. pywss - ⭐ 99 一个轻量级的 Python Web 框架，一站式集成 MCP SSE、StreamHTTP 和 MCPO 协议，助你轻松构建MCP Server🔥

3006. mighty-security - ⭐ 99 Don’t Simply Trust MCP Server Code, Validate and Scan

3007. lapras-mcp-server - ⭐ 99 lapras.com 公式MCP Server

3008. heimdall-mcp-server - ⭐ 99 Your AI Coding Assistant’s Long-Term Memory

3009. mysql-mcp-server-sse - ⭐ 99 MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment

3010. needle-mcp - ⭐ 99 Needle MCP Server for easy RAG.Long-term memory for LLMs.

3011. teams-mcp - ⭐ 99 MCP server providing comprehensive Microsoft Teams and Graph API access for AI assistants including messaging, search, and user management.

3012. olcli - ⭐ 99 Overleaf CLI, library & MCP server — pull, push, sync, compile LaTeX projects. Use from terminal, import as TypeScript library, or connect AI agents via Model Context Protocol.

3013. youtrack-mcp - ⭐ 99 Model Context Protocol Server for YouTrack - Multi-platform support (ARM64/Apple Silicon + AMD64) with comprehensive API integration

3014. awesome-mcp-servers-devops - ⭐ 99 A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations.

3015. bookstack-mcp-server - ⭐ 99 A Model Context Protocol (MCP) server providing full access to BookStack’s knowledge management capabilities

3016. MasterMCP - ⭐ 98 A demonstration toolkit revealing potential security vulnerabilities in MCP (Model Context Protocol) frameworks through data poisoning, JSON injection, function overriding, and cross-MCP call attacks, exposing AI security issues while providing defense recommendations. For educational and research purposes only.

3017. atomic-red-team-mcp - ⭐ 98 MCP server for Atomic Red Team

3018. editor-mcp-server - ⭐ 98 MCP Server for AI automation of the PlayCanvas Editor

3019. Vibe-Coder-MCP - ⭐ 98 Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

3020. mcp_on_ruby - ⭐ 98 💎 A Ruby implementation of the Model Context Protocol

3021. zed-mcp-server-context7 - ⭐ 98 Context7 MCP Server for Zed

3022. us-gov-open-data-mcp - ⭐ 98 MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and many more. Works with VS Code Copilot, Claude Desktop, Cursor.

3023. ComIDP-MCP-Server - ⭐ 98 A lightweight MCP (Model Context Protocol) server for integrating ComPDF AI with Claude Desktop, enabling AI-powered intelligent document processing and data extraction from PDFs via natural language.

3024. ncp - ⭐ 98 Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.

3025. FreeCAD-MCP - ⭐ 98 FreeCAD plugin for automating model creation and control via Model Contro Protocol (MCP). Provides a MCP server,GUl panel, and client for running macros,managing documents, and adjusting views.

3026. compdf-mcp - ⭐ 98 A lightweight MCP (Model Context Protocol) server for integrating ComPDF AI with Claude Desktop, enabling AI-powered intelligent document processing and data extraction from PDFs via natural language.

3027. mcp-typescript-sdk - ⭐ 97 A TypeScript SDK for implementing Model Context Protocol (MCP) over MQTT, supporting both browser and Node.js environments.

3028. mcp_on_ruby - ⭐ 97 💎 A Ruby implementation of the Model Context Protocol

3029. z-image-studio - ⭐ 97 A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation model (Tongyi-MAI/Z-Image-Turbo base model as well as quantized models)

3030. mcp-kit - ⭐ 97 An interactive CLI for scaffolding ready-to-develop MCP servers and clients in TypeScript or JavaScript.

3031. mcp-sse-demo - ⭐ 97 claude mcp sse demo with server and client(cli、web)

3032. pentestMCP - ⭐ 97 pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetration testers.

3033. molecule-mcp - ⭐ 97 A model-context-protocol server for molecules.

3034. finance-trading-ai-agents-mcp - ⭐ 96 A comprehensive, free MCP server designed specifically for financial analysis and quantitative trading. This specialized platform offers one-click local deployment with a sophisticated department-based architecture that mirrors real financial company operations.

3035. api2mcp4j - ⭐ 96 This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

3036. gossiphs - ⭐ 96 “Zero setup” & “Blazingly fast” general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖

3037. sparql-llm - ⭐ 96 🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

3038. AgentUp - ⭐ 96 Portable , scalable , secure AI Agents

3039. NetworkOps_Platform - ⭐ 96 AI-powered network automation via Netbox and Model Context Protocol (MCP). 178 tools for multi-vendor infrastructure management, self-healing agents, drift detection, and a real-time web dashboard.

3040. mcp-canvas-lms - ⭐ 96 Version 2.2 - 54 tools available - an MCP server for interacting with the Canvas LMS API. This server allows you to manage courses, assignments, enrollments, and grades within Canvas.

3041. blender-open-mcp - ⭐ 96 Open Models MCP for Blender Using Ollama

3042. mcp-taiwan-legal-db - ⭐ 96 台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent

3043. parallel-browser-mcp - ⭐ 96 An MCP server for parallel browser automation by AI agents with multiple cloud providers

3044. turbomcp - ⭐ 96 A full featured, enterprise grade rust MCP SDK

3045. AgentTools - ⭐ 96 Implements a model context protocol server using Wolfram Language

3046. joplin-mcp-server - ⭐ 96 A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables note access through the https://modelcontextprotocol.io. Perfect for integration with AI assistants like Claude.

3047. geoserver-mcp - ⭐ 96 A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API

3048. reaper-mcp - ⭐ 96 Model Context Protocol server that enables AI assistants to control REAPER for mixing, mastering, MIDI composition and music production.

3049. leetcode-mcp-server - ⭐ 95 An MCP server enabling automated access to LeetCode’s problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetcode.cn sites.

3050. schedcp - ⭐ 95 MCP Server for Linux Scheduler Management and Auto optimization

3051. agent-toolkit - ⭐ 95 Collection of resources to help AI agents build better with Sanity.

3052. oxylabs-mcp - ⭐ 95 Official Oxylabs MCP integration

3053. pubmed-mcp-server - ⭐ 95 MCP server for the NCBI E-utilities API. Search PubMed, fetch article metadata and full text, generate citations, explore MeSH terms, and discover related research. STDIO or Streamable HTTP.

3054. SillyTavern-MCP-Client - ⭐ 95 An extension of MCP for SillyTavern.

3055. PowerShell.MCP - ⭐ 95 The universal MCP server for Claude Code and other MCP-compatible clients. One installation gives AI access to 10,000+ PowerShell modules and any CLI tool. You and AI collaborate in the same console with full transparency. Supports Windows, Linux, and macOS.

3056. ccxt-mcp - ⭐ 95 CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple

3057. legion-mcp - ⭐ 95 A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

3058. mcp-excel-server - ⭐ 95 The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading, analyzing, visualizing, and writing Excel data.

3059. mcp-velociraptor - ⭐ 94 VelociraptorMCP is a Model Context Protocol bridge for exposing LLMs to MCP clients.

3060. bouvet - ⭐ 94 Sandbox for Agents

3061. semantic-scholar-fastmcp-mcp-server - ⭐ 94 A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

3062. generative-ui-playground - ⭐ 94 Interact with all three types of generative UI, all in one interface

3063. mem0-mcp - ⭐ 94 ✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

3064. surrealmcp - ⭐ 94 The official MCP server for SurrealDB

3065. mcp-1c - ⭐ 94 MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 9 tools.

3066. infobus-mcp - ⭐ 94 Model Context Protocol server enabling AI assistants to access transit information through standardized interfaces

3067. hulak - ⭐ 94 Lightweight file-based CLI API client with age-encrypted secrets, first-class GraphQL support and MCP server for agentic workflow.

3068. mcp-server-circleci - ⭐ 94 A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI’s development workflow. This project serves as a bridge between CircleCI’s infrastructure and the Model Context Protocol, enabling enhanced AI-powered development experiences.

3069. bc-code-intelligence-mcp - ⭐ 94 BC Code Intelligence MCP Server - Persona-driven workflow orchestration for Business Central development. Provides 16+ MCP tools, layered knowledge system, and intelligent BC pattern analysis through Model Context Protocol.

3070. windbg-mcp - ⭐ 94 An MCP (Model Context Protocol) server that turns all pybag Windows debugger functions into native MCP tools. It lets MCP-compatible clients (Claude Desktop, Claude Code, Cowork, OpenAI Codex CLI, Cursor, and custom agents) control user-mode processes, kernel sessions, and crash dump analysis via structured JSON calls.

3071. memory-mcp-server-go - ⭐ 94 A Model Context Protocol server that provides knowledge graph management capabilities.

3072. NASA-MCP-server - ⭐ 94 A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA’s vast array of data sources.

3073. sharepoint-mcp - ⭐ 94 SharePoint MCP (Model Context Protocol) - A SharePoint connector for LLM applications. Access SharePoint documents and lists through Microsoft Graph API.

3074. mcpick - ⭐ 93 Vendor-neutral MCP configuration manager — one CLI to add, toggle, and audit MCP servers and skills across every AI client, with safety built in

3075. elektron-mcp - ⭐ 93 MCP sever for controlling Elektron devices using LLMs

3076. gospy - ⭐ 93 Non-Invasive goroutine inspector

3077. tiger-cli - ⭐ 93 Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.

3078. mcp-server - ⭐ 93 Octopus Deploy Official MCP Server

3079. mcpcat-typescript-sdk - ⭐ 93 MCPcat is an analytics platform for MCP server owners 🐱.

3080. awsome_kali_MCPServers - ⭐ 93 awsome kali MCPServers is a set of MCP servers tailored for Kali Linux

3081. photon - ⭐ 93 Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.

3082. tradingview-chart-mcp - ⭐ 93 MCP server that captures TradingView chart images via Selenium — supports any ticker/interval with browser pooling for concurrent performance

3083. office-editor-mcp - ⭐ 93 基于MCP(Model Context Protocol)的Office文档处理助手，支持在MCP Client中创建和编辑Word、Excel、Powerpoint文档。

3084. cesium-ai-integrations - ⭐ 93 Cesium AI Integrations is a collection of reference integrations and experiments connecting the Cesium ecosystem with AI systems including Model Context Protocol (MCP) tools, retrieval pipelines, and agent skills.

3085. open-mcp-auth-proxy - ⭐ 92 Authentication and Authorization Proxy for MCP Servers

3086. chat-ui - ⭐ 92 Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML File for a Streamlined Chatbot Conversational Interface

3087. unity-mcp-plugin - ⭐ 92 Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enables Claude, Cursor & MCP-compatible AI to control Unity Editor with 268 tools: scenes, GameObjects, components, builds, profiling, Shader Graph, Amplify Shader Editor, terrain, physics, NavMesh & more. Free & open source.

3088. aivectormemory - ⭐ 92 aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.

3089. OWASP-MCP-Governance-and-Risk-Project - ⭐ 92 A practical governance framework for organizations adopting the Model Context Protocol (MCP), the open standard that lets AI agents connect to external tools, data sources, and systems.

3090. substack-mcp - ⭐ 92 A Model Context Protocol (MCP) Server for Substack enabling LLM clients to interact with Substack’s API for automations like creating posts, managing drafts, and more.

3091. openproject-mcp-server - ⭐ 91 A Model Context Protocol (MCP) server that provides seamless integration with OpenProject API v3.

3092. mcp-server-and-gw - ⭐ 91 An MCP stdio to HTTP SSE transport gateway with example server and MCP client

3093. litegraph - ⭐ 91 Lightweight graph database with relational, vector, and MCP support, designed to power knowledge and artificial intelligence persistence and retrieval.

3094. vibe - ⭐ 91 Open-Source AI-powered web browser. Browse the web with your own LLM API key. Alternative to Dia / Comet.

3095. mcp-monitor - ⭐ 91 A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

3096. ragie-mcp-server - ⭐ 91 Ragie Model Context Protocol Server

3097. jvm-mcp-server - ⭐ 91 This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem.

3098. linkedin-mcpserver - ⭐ 91 A powerful Model Context Protocol server for LinkedIn API integration

3099. chess-mcp - ⭐ 91 A Model Context Protocol server for Chess.com’s Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

3100. mcp-stata - ⭐ 91 A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (r()/e()), and view graphs in your chat interface. Built for economists who want to integrate LLM assistance into their Stata workflow.

3101. mcp-ui - ⭐ 90 基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器的所有工具能力。简洁现代的UI设计，支持跨平台部署。

3102. github-chat-mcp - ⭐ 90 A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.

3103. godot-mcp - ⭐ 90 A Model Context Protocol (MCP) server for interacting with the Godot game engine.

3104. godot-mcp-toolkit - ⭐ 90 A Godot 4.2+ editor plugin that lets AI coding assistants work inside the editor over the Model Context Protocol. Consolidated tools cover 150+ operations across scenes, scripts, nodes, and playtests, and a GDScript extension API lets any project add its own tools. Pairs with the godot-mcp-server npm bridge; runs locally.

3105. mcp-ui - ⭐ 89 基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器的所有工具能力。简洁现代的UI设计，支持跨平台部署。

3106. mcp-rest-api - ⭐ 89 A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.

3107. fred-mcp-server - ⭐ 89 Open-source FRED MCP Server (Federal Reserve Economic Data)

3108. reaper-mcp - ⭐ 89 A comprehensive Model Context Protocol (MCP) server that enables AI agents to create fully mixed and mastered tracks in REAPER with both MIDI and audio capabilities.

3109. ChEMBL-MCP-Server - ⭐ 89 A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.

3110. osm-mcp - ⭐ 89 Model Context Protocol server for OpenStreetMap data

3111. email-mcp - ⭐ 89 一个让AI轻松接管邮箱的MCP服务，基于 Model Context Protocol (MCP) 构建，支持在 MCP-X,Claude Desktop 等 MCP 客户端中使用。

3112. italia-mcp-servers - ⭐ 89 Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro.

3113. Awesome-Claude-MCP-Servers - ⭐ 88 A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants.

3114. metabase-mcp - ⭐ 88 A high-performance Model Context Protocol server for AI integration with Metabase analytics platforms. Features response optimization, robust error handling, and comprehensive data access tools. Featured on Claude.

3115. agentic-tools-mcp - ⭐ 88 A comprehensive Model Context Protocol (MCP) server providing AI assistants with powerful task management and agent memories capabilities with project-specific storage.

3116. apps-sdk-template - ⭐ 88 A minimalist Typescript ChatGPT App based on the Skybridge framework

3117. amap-mcp-server - ⭐ 88 高德地图MCP Server，支持stdio, sse和streamable-http

3118. mcpgen - ⭐ 88 Generate Go MCP server boilerplate from OpenAPI 3 specifications

3119. neurolink - ⭐ 88 Streams are the future of AI powered by unlimited free tokens.

3120. sp500-mcp-server - ⭐ 88 An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with tools for company info, news, officers, and SEC filings, plus embedded MCP App UI resources, Elicitation, and Sampling support.

3121. claudex - ⭐ 88 MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.

3122. markitdown_mcp_server - ⭐ 88 A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

3123. optuna-mcp - ⭐ 88 The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

3124. svgmaker-mcp - ⭐ 88 Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows.

3125. originlab-mcp - ⭐ 88 MCP Server for OriginLab Control OriginLab with natural language through AI clients via the Model Context Protocol.

3126. BurpSuite-MCP-Server - ⭐ 88 BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite, providing programmatic access to Burp’s core functionalities.

3127. mcp-memory-libsql - ⭐ 87 🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.

3128. airtable-mcp - ⭐ 87 Airtable integration for AI-powered applications via Anthropic’s Model Context Protocol (MCP)

3129. achatbot - ⭐ 87 An open source chat bot architecture for voice/vision (and multimodal) assistants, local(CPU/GPU bound) and remote(I/O bound) to run.

3130. awesome-openid-connect - ⭐ 87 OpenID Connect, the authentication protocol and identity layer on top of OAuth 2.0 used in many SSO and adopted in many social logins (Apple, Facebook, Google, …etc). Find this curated list of providers, services, libraries, and resources to adopt it and know more about existing specs.

3131. slidev-mcp - ⭐ 87 mcp server for slidev to make web ppt quickly and elegantly

3132. mcp-dbutils - ⭐ 87 数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of multiple connections in a secured way (like SSL and controlled write access).

3133. sdl-mcp - ⭐ 87 SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.

3134. mcpmu - ⭐ 87 TUI-based MCP server multiplexer, configure all your MCP’s in a single MCP with profiles

3135. slither-mcp - ⭐ 87 MCP server for Slither static analysis of Solidity smart contracts

3136. remindb - ⭐ 87 An agentic memory database that cuts session tokens by 75–99%. One portable SQLite file — your agent’s memory, anywhere.

3137. Super-Productivity-MCP - ⭐ 87 MCP server that connects AI assistants to Super Productivity — manage tasks, projects, and tags through Claude, Kiro, or any MCP client

3138. semanticscholar-MCP-Server - ⭐ 87 🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.

3139. Skills-ContextManager - ⭐ 87 A self-hosted web application for managing AI skills, workflows, and contexts with full MCP (Model Context Protocol) integration. Organize, manage, and dynamically load specialized knowledge bases into any AI Agent just by toggling your Skills On/Off in simple local hosted WEB UI.

3140. reaper-reapy-mcp - ⭐ 87 Reaper and MCP or AI integration A Python application for controlling REAPER Digital Audio Workstation (DAW) using the MCP(Model context protocol).

3141. VS-MCPServer - ⭐ 87 VS MCP Server exposes Visual Studio features through the Model Context Protocol (MCP), enabling AI assistants like Claude to interact with your IDE programmatically. Open files, read code, build projects, and more - all through natural conversation!

3142. deterministic-agent-control-protocol - ⭐ 86 Governance gateway for AI agents — bounded, auditable, session-aware control with MCP proxy, shell proxy & HTTP API. Works with Cursor, Claude Code, Codex, and any MCP-compatible agent.

3143. react-agent-hooks - ⭐ 86 Turn React hooks into LLM tools

3144. mcp-server-llamacloud - ⭐ 86 A MCP server connecting to managed indexes on LlamaCloud

3145. vggt-mps - ⭐ 86 VGGT 3D Vision Agent optimized for Apple Silicon with Metal Performance Shaders

3146. FrontAgent - ⭐ 86 AI agent platform for frontend engineering with SDD constraints & MCP-controlled automation. | 面向前端工程的企业级 AI Agent 平台

3147. agent-tool-protocol - ⭐ 86 Agent Tool Protocol

3148. mcp-server - ⭐ 86 MCP server for AI-assisted development of CAP applications

3149. ramparts - ⭐ 86 mcp scan that scans any mcp server for indirect attack vectors and security or configuration vulnerabilities

3150. modular-context-obsidian-plugin - ⭐ 86 Modular Context | Karpathy LLM Knowledge Base + Gmail & G-Cal — multi-account MCP server for Claude Code, encrypted local-first

3151. anvil.el - ⭐ 86 An MCP server written in Elisp — a token-efficient workbench for AI agents. Drives files, org-mode, Elisp & SQLite from any MCP client (Claude, GPT, local LLMs) through Emacs primitives instead of sed/grep round-trips.

3152. mcp-discovery - ⭐ 86 A command-line tool written in Rust for discovering and documenting MCP Server capabilities.

3153. mcp-wolframalpha - ⭐ 86 A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.

3154. Seeder - ⭐ 86 Your personal project manager: kanban tasks, client requests, a public client board, and a built-in MCP server — open source and self-hosted on Cloudflare Workers.

3155. Ludus-FastMCP - ⭐ 86 A Model Context Protocol (MCP) server for automating Ludus v1 and v2 cyber range environments through AI assistants. 190+ tools for range management, blueprints, groups, templates, scenarios, and SIEM integration.

3156. mcp - ⭐ 86 ABAP MCP - Model Context Protocol - Server SDK

3157. rust-analyzer-mcp - ⭐ 86 A Model Context Protocol (MCP) server that provides integration with rust-analyzer

3158. SolidworksMCP-python - ⭐ 86 A comprehensive Model Context Protocol (MCP) server for SolidWorks automation (in python)

3159. mcp-server - ⭐ 85 Model Context Protocol (MCP) Server for the Keboola Platform

3160. github-stars - ⭐ 85 A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

3161. mcp - ⭐ 85 Monorepo providing 1) OpenAPI to MCP Tool generator 2) Exposing all of Twilio’s API as MCP Tools

3162. fabric-mcp - ⭐ 85 Fabric MCP Server: Seamlessly integrate Fabric AI capabilities into MCP-enabled tools like IDEs and chat interfaces.

3163. rohlik-mcp - ⭐ 85 MCP server that lets you shop groceries across the Rohlik Group platforms (Rohlik.cz, Knuspr.de, Gurkerl.at, Kifli.hu, Sezamo.ro)

3164. substack-api-mcp - ⭐ 85 MCP server for Substack posts (FastMCP + substack-api-client)

3165. electron-mcp-server - ⭐ 85 MCP server for debugging Electron apps via Chrome DevTools Protocol. Start/attach processes, capture screenshots, read console errors & network logs, inspect DOM, evaluate JS, and automate UI — built for Cursor and other MCP clients.

3166. codebase-mcp - ⭐ 85 Model Context Protocol implementation for retrieving codebases using RepoMix

3167. podman-mcp-server - ⭐ 85 Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

3168. mcp - ⭐ 85 Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metrics, and events directly into your applications.

3169. hulunote - ⭐ 84 AI + Note Hippocampus — Your second brain, powered by AI

3170. mcp-server-stability-ai - ⭐ 84 MCP Server integrating MCP Clients with Stability AI-powered image manipulation functionalities: generate, edit, upscale, and more.

3171. mcp-dockmaster - ⭐ 84 MCP Dockmaster allows you to easily install and manage MCP servers. Available for Mac, Windows and Linux as a Desktop App, CLI and a library.

3172. spiceflow-framework - ⭐ 84 Super Simple API framework, type safe, automatic OpenAPI, MCP support, client RPC, streaming with SSE

3173. cursor-rust-tools - ⭐ 84 A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

3174. mcp-github-project-manager - ⭐ 84 a mcp server to manage github project’s functionality

3175. advanced-unity-mcp - ⭐ 84 Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com).

3176. aws-security-mcp - ⭐ 84 A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.

3177. xiaozhi-mcp-client - ⭐ 84 可视化的配置和管理，给xiaozhi接入mcp

3178. mcphub - ⭐ 84 MCPHub is an embeddable Model Context Protocol (MCP) solution for AI services. Seamlessly integrate MCP servers with OpenAI Agents, LangChain, and Autogen frameworks through a unified interface. Simplifies configuration, setup, and management of MCP tools across different AI applications.

3179. mcp-server-datahub - ⭐ 84 The official Model Context Protocol (MCP) server for DataHub (https://datahub.com)

3180. mcp-node - ⭐ 83 MCP server for interacting with Algolia

3181. claude-swarm - ⭐ 83 MCP server for orchestrating parallel Claude Code worker swarms with protocol-based behavioral governance, persistent state, and real-time monitoring dashboard

3182. xiaozhi-mcp-ha - ⭐ 83 A Home Assistant Custom Integration (HACS) that connects Xiaozhi ESP32 AI chatbot to Home Assistant via MCP

3183. viper - ⭐ 83 🛡️ VIPER: Stay ahead of threats with AI-driven vulnerability intelligence. Prioritize CVEs effectively using NVD, EPSS, CISA KEV, and Google Gemini insights, all on an interactive dashboard

3184. gitlab-mr-mcp - ⭐ 83 Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

3185. ols4 - ⭐ 83 The EMBL-EBI Ontology Lookup Service (OLS)

3186. zed-mcp-server-github - ⭐ 83 A GitHub MCP Server extension for Zed

3187. mcp-forge - ⭐ 83 A complete MCP server template that include vitamins (oauth authentication included)

3188. mcp-n8n-builder - ⭐ 83 🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n’s REST API.

3189. xc-mcp - ⭐ 83 XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progressive disclosure of tool responses to reduce context usage. Use –mini param for build-only with tiny context footprint.

3190. ls-mcp - ⭐ 83 List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others

3191. altk-evolve - ⭐ 83 Self improving agents through iterations

3192. DecisionNode - ⭐ 83 CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.

3193. Kagi-Session2API-MCP - ⭐ 83 Free Kagi Search MCP server — access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.

3194. gdal-mcp - ⭐ 83 Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

3195. hass-mcp-server - ⭐ 83 A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance over HTTP

3196. houdini-mcp - ⭐ 83 Houdini MCP Server - Control SideFX Houdini via Model Context Protocol using hrpyc

3197. mcp-manager - ⭐ 82 A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claude and Cursor

3198. agentic-stock-research-system - ⭐ 82 A sophisticated multi-agent AI system for analyzing Indian NSE-listed stocks using real-time data, technical indicators, news sentiment, and advanced AI reasoning.

3199. mcp-rs-template - ⭐ 82 Model Context Protocol (MCP) CLI server template for Rust

3200. claude-mermaid - ⭐ 82 MCP Server to previewing mermaid diagrams with live reload

3201. Meting-Agent - ⭐ 82 🪐 面向 AI 的多音乐平台的 API 代理 • 网易云 • QQ音乐 • 酷狗 • 酷我 🎻 Multi-platform music API agent for AI • NetEase • QQ Music • KuGou • Kuwo

3202. mcp_zoomeye - ⭐ 82 A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc.

3203. unity-mcp-pro-plugin - ⭐ 82 147 AI tools for Unity game development via MCP (Model Context Protocol). Connect Claude, Cursor, and AI assistants to your Unity editor.

3204. drawio-mcp-server - ⭐ 82 A Model Context Protocol (MCP) server for programmatic diagram generation using Draw.io (Diagrams.net). This server generates Draw.io XML directly — no browser extension or Draw.io instance required.

3205. authserver - ⭐ 82 OAuth 2.1 Authorization Server for the Model Context Protocol (MCP)

3206. tiny-mcp - ⭐ 81 Python 实现 MCP client / service

3207. node-candidate-mcp-server - ⭐ 81 A Model Context Protocol (MCP) server library that gives LLMs access to information about a candidate.

3208. sh-disney-mcp - ⭐ 81 sh-disney-mcp 是一个基于 Model Context Protocol (MCP) 的mcp server，旨在通过标准化的接口，帮助大模型快速获取上海迪士尼乐园的门票价格和售卖状态信息

3209. mcp-openapi - ⭐ 81 OpenAPI specification MCP server.

3210. code-to-tree - ⭐ 81 A runtime-free MCP server that converts source code into AST🌲, regardless of language.

3211. dreamgraph - ⭐ 81 DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → extension) that builds a persistent knowledge graph to reason, validate changes, and generate docs.

3212. ingero - ⭐ 81 eBPF-based GPU causal observability agent

3213. mcp-kafka - ⭐ 81 A Model Context Protocol Server to perform Kafka client operations

3214. MySQL_MCP - ⭐ 81 这是一个功能强大且易用的MySQL数据库MCP（Model Context Protocol）服务器，让你的AI助手可以安全地进行完整的数据库操作，支持多数据库连接管理、增删改查、事务管理和智能回滚功能。

3215. tiger - ⭐ 81 Free, open source, git-native API client. A local-first, account-free Postman alternative with a built-in MCP server, SOAP/GraphQL, request chaining and performance runs.

3216. imessage-query-fastmcp-mcp-server - ⭐ 81 An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

3217. mcp-servers - ⭐ 81 MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.

3218. mcp-server-email - ⭐ 81 一个基于 MCP (Model Context Protocol) 的邮件服务，支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP 传输、多收件人支持和附件模式匹配搜索功能，适用于 Gmail、Outlook、Yahoo、QQ 邮箱和网易 126 邮箱等主流邮箱服务。

3219. anki-mcp-server - ⭐ 80 A model context protocol server that connects to Anki through AnkiConnect

3220. google-cloud-mcp - ⭐ 80 🤖 A Model Context Protocol (MCP) server for Google Cloud (GCP)

3221. bridge4simulator - ⭐ 80 An MCP (Model Context Protocol) server that enables AI assistants to control iOS Simulator. Seamlessly integrates with Claude Desktop, Cursor, Claude Code, and other MCP-compatible clients.

3222. MCPay - ⭐ 80 Open-source Infrastructure for MCP and x402

3223. mcp-server-any-openapi - ⭐ 80 A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop.

3224. ophis - ⭐ 80 Transform any Cobra CLI into an MCP server

3225. mcpc - ⭐ 80 Build agentic-MCP servers by composing existing MCP tools.

3226. tauri-plugin-mcp - ⭐ 80 Allows AI agents (e.g., Cursor, Claude Code) to debug within Tauri apps via screenshot capture, window management, DOM access, and simulated user inputs.

3227. gtm-mcp-server - ⭐ 80 An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.

3228. sample-agents-with-nova-act-and-mcp - ⭐ 80 Discover how to build agents that can perform actions on websites by combining Amazon Nova Act with Model Context Protocol (MCP).

3229. awesome-mcp-best-practices - ⭐ 80 Build Awesome MCPs with Awesome Best Practices for MCP Servers and MCP Clients

3230. mcp-server-kibana - ⭐ 80 MCP server for Kibana, Access search and manage Kibana in MCP Client.

3231. vibeshell - ⭐ 80 The first SSH client built for AI agents. Let Claude Code, Codex, and other CLI agents manage your servers through MCP skills. Beautiful UI, native performance.

3232. ai-vision-mcp - ⭐ 80 A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video

3233. mcp-client-capabilities - ⭐ 80 Index of all Model Context Protocol (MCP) clients and their capabilities

3234. m3 - ⭐ 80 🏥🤖 Query MIMIC-IV medical data using natural language through Model Context Protocol (MCP). Transform healthcare research with AI-powered database interactions - supports both local MIMIC-IV SQLite demo dataset and full BigQuery datasets.

3235. tester-mcp-client - ⭐ 80 Model Context Protocol (MCP) Client for Apify’s Actors

3236. claude-image-gen - ⭐ 80 AI-powered image generation using Google Gemini or OpenAI (gpt-image-2), integrated with Claude Code via Skills or Claude.ai via MCP (Model Context Protocol).

3237. choturobo - ⭐ 79 Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic

3238. transit-agent - ⭐ 79 This guide demonstrates how to build an Agentic AI system using Google’s Agent Development Kit (ADK) and the Model Context Protocol (MCP).

3239. mcp-azure-devops - ⭐ 79 A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK.

3240. fastmcp-boilerplate - ⭐ 79 A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.

3241. codemirror-mcp - ⭐ 79 CodeMirror extension to hook up a Model Context Provider (MCP)

3242. jira-mcp - ⭐ 79 A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.

3243. glif-mcp-server - ⭐ 79 Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app

3244. terminal_server - ⭐ 79 MCP server that can execute terminal commands

3245. django-ai-boost - ⭐ 79 A MCP server for Django applications, inspired by Laravel Boost.

3246. dramacraft - ⭐ 79 DramaCraft 是一个专业的短剧视频编辑 MCP (Model Context Protocol) 服务，集成国产中文大模型 API，实现剪映的智能自动化编辑功能。项目已完成从视频分析到草稿生成的完整解决方案

3247. RivalSearchMCP - ⭐ 79 Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

3248. freepik-mcp - ⭐ 79 The Freepik enables popular agent Model Context Protocol (MCP) to integrate with Magnific APIs through function calling.

3249. davinci-resolve-mcp - ⭐ 79 A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion

3250. Awesome-MCP-Servers - ⭐ 79 A curated directory of Model Context Protocol (MCP) servers, plus runnable reference implementations in Python.

3251. kroger-mcp - ⭐ 79 A FastMCP server that provides AI assistants like Claude with access to Kroger’s grocery shopping functionality through the Model Context Protocol (MCP). This server enables AI assistants to find stores, search products, manage shopping carts, and access Kroger’s comprehensive grocery data via the kroger-api python library.

3252. revit-mcp-server - ⭐ 79 mcp-servers-for-revit — 80+ AI automation tools for Autodesk Revit via Model Context Protocol (Revit 2023-2026)

3253. bing-search-mcp - ⭐ 78 MCP Server for Bing Search API

3254. wasmcp - ⭐ 78 Build MCP servers with WebAssembly components

3255. modao-proto-mcp - ⭐ 78 Modao Proto MCP is a standalone MCP (Model Context Protocol) service designed to connect Modao Proto design tools with AI models.

3256. serac - ⭐ 78 A ServiceNow MCP server, and the skill guides that teach an agent to use it. 400+ snow_* tools over stdio or streamable HTTP, loaded on demand so the catalog fits a context window, plus blast-radius impact analysis. 57 ServiceNow SKILL.md guides. Works with any MCP client; on npm as @serac-labs/servicenow-mcp.

3257. agenti - ⭐ 78 Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive USDC, check balances — autonomously. Works with Claude, LangChain, AutoGen, CrewAI, and any MCP client. EVM + Solana.

3258. CanvasMCPClient - ⭐ 78 Canvas MCP Client is an open-source, self-hostable dashboard application built around an infinite, zoomable, and pannable canvas. It provides a unified interface for interacting with multiple MCP (Model Context Protocol) servers through a flexible, widget-based system.

3259. RedTeam-Agent - ⭐ 78 RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Protocol. AI红队与内网渗透自动化框架，支持 gogo, fscan, httpx, nuclei, impacket, playwright 等 15+ 渗透工具，让 LLM 直接化身安全审计黑客。

3260. keynote-mcp - ⭐ 78 A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.

3261. rust-mcp-schema - ⭐ 78 A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.

3262. foundry-vtt-mcp - ⭐ 78 An MCP (Model Context Protocol) server that bridges Foundry VTT data with Claude Desktop, enabling users to chat with their game world data using their own Claude subscription.

3263. rtfmbro-mcp - ⭐ 77 rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7

3264. lucidity-mcp - ⭐ 77 AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.

3265. visual-ui-debug-agent-mcp - ⭐ 77 VUDA is an autonomous debugging agent that empowers AI models to visually analyze, test, and debug web

3266. devex - ⭐ 77 ⚡️ Devex — A Fast, Secure, and Scalable Repl-as-a-Service Platform built for Developers 🚀

3267. mcp-reticle - ⭐ 77 Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

3268. mcp-llm - ⭐ 77 An MCP server that provides LLMs access to other LLMs

3269. ExternalAttacker-MCP - ⭐ 77 A modular external attack surface mapping tool integrating tools for automated reconnaissance and bug bounty workflows.

3270. agent-security-scanner-mcp - ⭐ 77 Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.

3271. mcp-fal - ⭐ 77 A Model Context Protocol (MCP) server for interacting with fal.ai models and services.

3272. unitree-go2-mcp-server - ⭐ 77 The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

3273. Sephera - ⭐ 77 Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.

3274. 1c-mcp - ⭐ 77 Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов для экосистемы 1С:Предприятие

3275. baoer_signal_grep - ⭐ 77 Context-efficient project search and bounded code analysis for Claude Code & Codex & Pi & OMP. and remote MCP clients, powered by ripgrep with stable cursors, source inspection, and structural evidence.

3276. mcp-swagger-server - ⭐ 77 MCP Swagger Server 将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式，让 AI 助手能够理解和调用您的 API。

3277. tuisic - ⭐ 77 First of its kind, A simple TUI online music streaming application written in c++ with easy vim motions, now with support for Model Context Protocol (MCP)

3278. codeglide-mcpgen - ⭐ 77 Generation of Secure MCP (Model Context Protocol) Servers from API source code at Scale

3279. Wwise-MCP - ⭐ 77 Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring application. It exposes a set of tools built on a custom Python WAAPI library, allowing MCP clients such as Claude or Cursor to automate and compose complex, multi-step Wwise workflows.

3280. inkmcp - ⭐ 77 Inkscape MCP Server - Control Inkscape through AI assistants via Model Context Protocol

3281. mcp-openapi-schema-explorer - ⭐ 76 MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.

3282. mcp-gemini-google-search - ⭐ 76 MCP server for Google Search integration using Gemini’s built-in search capabilities

3283. cursor10x-mcp - ⭐ 76 The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

3284. perplexity-mcp-zerver - ⭐ 76 MCP web search using perplexity without any API KEYS

3285. lazy-mcp - ⭐ 76 MCP proxy server with lazy loading support - reduces context usage through on-demand tool activation

3286. apitap - ⭐ 76 The MCP server that turns any website into an API — no docs, no SDK, no browser. npm: @apitap/core

3287. sublinear-time-solver - ⭐ 76 Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

3288. masquerade - ⭐ 76 The Privacy Firewall for LLMs

3289. anilist-mcp - ⭐ 76 AniList MCP server for accessing anime and manga data

3290. mcp-shell - ⭐ 76 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.

3291. aguara - ⭐ 76 Security scanner for AI agent skills and MCP servers. Static analysis, incident response, no LLM. One binary. Detection engine behind oktsec.

3292. claude-code-source-all-in-one - ⭐ 76 Always up-to-date open-source mirror of Claude Code (currently v2.1.123). Run from source with Claude subscription/API, ChatGPT subscription (GPT-5.5 / GPT-5.4), OpenAI-compatible providers, or local Ollama. 18 deep-dive architecture articles included. For educational and reference purposes only.

3293. Unity-AI-Animation - ⭐ 76 AI-powered tools for Unity animation workflow. Create and modify AnimationClips and AnimatorControllers directly through natural language commands.

3294. mcp-toolbox-sdk-js - ⭐ 76 Javascript SDK for interacting with the MCP Toolbox for Databases.

3295. codesearch - ⭐ 76 Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully offline. For OpenCode, Claude Code, Cursor, and any MCP client.

3296. mcp-things3 - ⭐ 76 A Model Context Protocol for reading todos and writing todos and projects in the macOS app Things3 using a combination of Applescript and x-call URLs.

3297. WebReverseMCP - ⭐ 76 安卓网页逆向分析Model Context Protocol(MCP)工具

3298. cml-mcp - ⭐ 76 A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML)

3299. mcp-openmsx - ⭐ 76 A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP protocols.

3300. org-mcp - ⭐ 76 Emacs Org-mode integration with Model Context Protocol (MCP) for AI-assisted task management

3301. mcp-server - ⭐ 75 BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

3302. agentic-coding - ⭐ 75 Agentic Coding Rules, Templates etc…

3303. mcp-llms-txt-explorer - ⭐ 75 MCP to explore websites with llms.txt files

3304. openfoam-mcp-server - ⭐ 75 LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic questioning and expert error resolution

3305. roundtable - ⭐ 75 Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

3306. interactive-brokers-mcp - ⭐ 75 Interactive Brokers MCP Server

3307. zeromcp - ⭐ 75 Zero-dependency MCP server implementation.

3308. sugar - ⭐ 75 Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.

3309. home-memory - ⭐ 75 MCP server that lets your AI assistant remember everything about your home.

3310. airtable-mcp - ⭐ 75 Search, create and update Airtable bases, tables, fields, and records using Claude Desktop and MCP (Model Context Protocol) clients

3311. VelesDB - ⭐ 75 The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.

3312. piapi-mcp-server - ⭐ 75 A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI’s API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps.

3313. obsidian-mcp-connector - ⭐ 75 Your Obsidian vault, exposed to Claude and any MCP client. Runs inside Obsidian, on-device semantic search, no cloud round-trip, no binary to download.

3314. mcpguard-dynamic - ⭐ 75 Kernel-level eBPF sandbox for securing LLM agent tool calls made through the Model Context Protocol (MCP)

3315. mcp-agent - ⭐ 74 A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.

3316. raindrop-io-mcp-server - ⭐ 74 An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).

3317. conductor-tasks - ⭐ 74 A task management system designed for AI development

3318. gdai-mcp-plugin-godot - ⭐ 74 A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf, VSCode, etc to perform actions like creating scenes, resources, scripts, reading errors and much more.

3319. UnrealMotionGraphicsMCP - ⭐ 74 🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited context windows by prioritizing precision in UI structure, animations, and blueprint integration.

3320. ClueoMCP - ⭐ 74 🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo’s Big Five personality engine.

3321. discourse-mcp - ⭐ 74 MCP client for Discourse sites

3322. activitywatch-mcp-server - ⭐ 74 Model Context Protocol server for ActivityWatch time tracking data

3323. amazon_ads_mcp - ⭐ 74 Amazon Ads MCP - Model Context Protocol server for Amazon Advertising API

3324. awesome-remote-mcp-servers - ⭐ 74 A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessible via a simple URL endpoint.

3325. JazzCashMCP - ⭐ 73 Open-source Model Context Protocol (MCP) server for JazzCash — Pakistan’s largest mobile-money platform. Hosted Checkout, Mobile Wallet charges, inquiries, and refunds for AI agents.

3326. vorim-mcp-server - ⭐ 73 MCP server for Vorim AI — AI agent identity, permissions, and audit trails. 19 tools for Claude, OpenAI, Cursor, VS Code, and any MCP-compatible client.

3327. ipybox - ⭐ 73 Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

3328. bitcoin-mcp - ⭐ 73 Bitcoin & Lightning Network MCP Server.

3329. sanity-mcp-server - ⭐ 73 Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.

3330. Custom-MCP-Server - ⭐ 73 MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search.

3331. firefox-devtools-mcp - ⭐ 73 Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

3332. pitlane-mcp - ⭐ 73 Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.

3333. unreal-api-mcp - ⭐ 73 Instant, accurate Unreal Engine API lookups instead of expensive source file reads, saving your agent tokens, context, and hallucinations.

3334. OmniMCP - ⭐ 73 OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.

3335. ticktick-mcp-server - ⭐ 73 A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.

3336. openevidence-mcp - ⭐ 73 Unofficial OpenEvidence MCP server — query OpenEvidence from Claude Code, Codex, and any MCP client through your own logged-in browser tab (no API key). Fire-and-forget asks, a shared relay daemon for concurrent sessions, BibTeX + Crossref citations.

3337. secondhand-mcp - ⭐ 73 MCP server for searching secondhand marketplaces — Facebook Marketplace, eBay, and Depop. Works with Claude Desktop, Claude Code, and other MCP clients.

3338. boilerplate-mcp-server - ⭐ 73 TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.

3339. stackoverflow-mcp - ⭐ 73 A Model Context Protocol server for querying Stack Overflow to help AI models find programming solutions

3340. nvim-mcp - ⭐ 73 A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with your editor through connections and access diagnostic information via structured resources.

3341. gmail-mcp-server - ⭐ 72 Model Context Protocol (MCP) server for Gmail

3342. github-brain - ⭐ 72 An experimental GitHub MCP server with local database.

3343. mcp-openmemory - ⭐ 72 Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.

3344. joplin-mcp - ⭐ 72 MCP server for the Joplin note taking app

3345. firefox-devtools-mcp - ⭐ 72 Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

3346. railway-mcp - ⭐ 72 An unofficial and community-built MCP server for integrating with https://railway.app

3347. SirChatalot - ⭐ 72 A Telegram bot that proves you don’t need a body to have a personality. Works with any OpenAI-compatible LLM; agentic tools, MCP, RAG over your files, memory, vision, voice and image generation.

3348. predictive-maintenance-mcp - ⭐ 72 AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

3349. planr - ⭐ 72 Planr turns product intent into a durable task graph that Codex, Claude Code, Cursor, MCP clients, and humans can share without losing ownership or evidence.

3350. hana-mcp-server - ⭐ 72 SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server

3351. mcp-design-system-extractor - ⭐ 72 MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

3352. mcp_newsnow - ⭐ 71 一个基于 Model Context Protocol (MCP) 的新闻聚合服务器，通过 Newsnow API 提供多平台热点新闻和趋势话题。

3353. youtube-connector-mcp - ⭐ 71 MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.

3354. adb-tui - ⭐ 71 🤖 Full-featured Android Debug Bridge TUI and MCP server. Control any device by keystroke or AI.

3355. ytt-mcp - ⭐ 71 MCP server to fetch YouTube transcripts

3356. MCP-wolfram-alpha - ⭐ 71 Connect your chat repl to wolfram alpha computational intelligence

3357. template-mcp-server - ⭐ 71 Template to quickly set up your own MCP server

3358. sub-agents-mcp - ⭐ 71 Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

3359. medical-mcp - ⭐ 71 An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm

3360. trading-mcp - ⭐ 71 The MCP server that will help you trade smarter (or at least try)

3361. ollama-mcp-client - ⭐ 71 MCP client for local ollama models

3362. voice-mcp-agent - ⭐ 71 A voice assistant application built with the LiveKit Agents framework, capable of using Model Context Protocol (MCP) tools to interact with external services

3363. nutrient-dws-mcp-server - ⭐ 71 A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.

3364. upwork-mcp - ⭐ 71 MCP (Model Context Protocol) server for Upwork via browser automation. Enables Claude Code to search jobs, manage proposals, messages, and contracts on Upwork.

3365. mcp-cn - ⭐ 71 MCP Hub 中国是一个专注于 Model Context Protocol (MCP) 生态的开源平台。它致力于汇聚全球优质的 MCP 服务,提供一站式的解决方案,包括服务发现、接入指南和使用示例,并建立完善的中文生态,欢迎开发者参与贡献和完善平台功能。

3366. baml-agents - ⭐ 70 Building Agents with LLM structured generation (BAML), MCP Tools, and 12-Factor Agents principles

3367. lc2mcp - ⭐ 70 Convert LangChain tools to FastMCP tools

3368. mcp-discord - ⭐ 70 Implement Discord MCP server enabling AI assistants to interact with the Discord platform.

3369. ableton-copilot-mcp - ⭐ 70 An MCP server built on ableton-js enables AI assistants to control Ableton Live in real time, including Arrangement View operations such as song management, track control, MIDI editing, and audio recording, along with other capabilities.

3370. ros2_mcp - ⭐ 70 Advanced MCP Server ROS 2 bridging AI agents straight into robotics

3371. CodeMCP - ⭐ 70 Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

3372. mcd-mcp-server - ⭐ 70 McDonald’s China MCP Server Integration Guide

3373. clinicaltrialsgov-mcp-server - ⭐ 70 MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.

3374. agent-architecture-review-sample - ⭐ 70 The Architecture Review Agent is an open-source AI agent sample that reviews software architectures and generates interactive diagrams automatically.

3375. mcp-video - ⭐ 70 Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

3376. SageFs - ⭐ 70 Sage Mode for F# development — REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.

3377. Awesome-MCP-Server - ⭐ 70 A curated directory of Model Context Protocol servers, plus runnable reference implementations in Python.

3378. real-estate-mcp - ⭐ 70 A Model Context Protocol server for real estate workflows — search, valuation, mortgage math, and investment analysis.

3379. paraview_mcp - ⭐ 70 ParaView-MCP integrates multimodal LLMs with ParaView via Model Context Protocol, enabling natural language control of scientific visualizations. The agent observes the viewport for visual feedback, making complex visualization tool accessible to all users while providing intelligent automation for experts.

3380. mcp-client-python - ⭐ 69

3381. MCP-server-Deepseek_R1 - ⭐ 69 A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek’s language models (R1/V3)

3382. robot_MCP - ⭐ 69 A simple MCP server for the SO-ARM100 control

3383. crash-mcp - ⭐ 69 MCP server for structured and efficient reasoning with step validation, branching, and revisions.

3384. mcp-server-atlassian-jira - ⭐ 69 Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.

3385. deepseek-thinker-mcp - ⭐ 69 A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek’s CoT from the Deepseek API service or a local Ollama server.

3386. totem - ⭐ 69 Model Context Protocol server giving Claude (or any MCP client) full read + write access to your Whoop fitness data via the private reverse-engineered iOS API. 47 tools: recovery, sleep, strain, HRV trends, Strength Trainer, journal, Whoop Coach, and smart alarm. TypeScript + zod, auto-refresh Cognito auth.

3387. slack-mcp-plugin - ⭐ 69 Repo containing the configuration information for the Slack MCP to be added to other clients

3388. mcp-bridge-api - ⭐ 69 MCP Bridge is a lightweight, fast, and LLM-agnostic proxy for connecting to multiple Model Context Protocol (MCP) servers through a unified REST API. It enables secure tool execution across diverse environments like mobile, web, and edge devices. Designed for flexibility, scalability, and easy integration with any LLM backend.

3389. attio-mcp-server - ⭐ 69 Attio Model Context Protocol (MCP) server implementation

3390. QuickMCP - ⭐ 69 Effortlessly Build Model Context Protocol Servers with OpenAPI or Swagger or Google Discovery Specifications

3391. cheat-engine-server-python - ⭐ 69 MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers, security researchers, and game modders.

3392. mcp-sdk - ⭐ 69 Minimalistic Rust Implementation Of Model Context Protocol from Anthropic

3393. vrchat-mcp - ⭐ 69 This project is a Model Context Protocol (MCP) server for interacting with the VRChat API.

3394. mcmodding-mcp - ⭐ 69 mcmodding-mcp is a Model Context Protocol (MCP) server that gives AI assistants like Claude direct access to Minecraft modding documentation. Instead of relying on potentially outdated training data, your AI assistant can search real documentation, find code examples, and explain concepts accurately.

3395. mcp-all-in-one - ⭐ 68 A powerful MCP (Model Context Protocol) service aggregator that combines multiple MCP services into a single unified MCP service with self-configuration capabilities.

3396. mcp-server-okppt - ⭐ 68 这个项目是一个基于MCP (Model Context Protocol) 的服务器工具，名为 “MCP OKPPT Server”。它的核心功能是允许大型语言模型（如Claude、GPT等）通过生成SVG图像来间接设计和创建PowerPoint演示文稿。工具负责将这些SVG图像高质量地插入到PPTX幻灯片中，并保留其矢量特性，确保图像在PowerPoint中可缩放且清晰。

3397. mxcp - ⭐ 68 Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure

3398. agenite - ⭐ 68 🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.

3399. vibe-blocks-mcp - ⭐ 68 Connects Roblox Studio to AI coding editors via the Model Context Protocol (MCP), enabling AI-assisted game development within your Roblox Studio environment.

3400. mcp-server-node - ⭐ 68 MCP Server implemented in JavaScript using Node.js that demonstrates how to build an MCP server with a custom prompt and custom tools, including one that loads an environment variable from a configuration file, to integrate seamlessly with AI-assisted environments like Cursor IDE.

3401. deep-research-mcp-server - ⭐ 68 MCP Deep Research Server using Gemini creating a Research AI Agent

3402. pydantic-rpc - ⭐ 68 PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, ConnectRPC, and MCP services without protobuf files.

3403. vesta-mac-dist - ⭐ 68 Vesta macOS Distribution - Official releases and downloads.Vesta AI Chat Assistant for macOS - Built with SwiftUI, Swift MLX and Apple Intelligence using Apple’s on device model on MacOs Tahoe (MacOS 26). Now with side-by-side Qwen3-VL for vison

3404. hyperterse - ⭐ 68 The MCP framework. Connect your data to your agents.

3405. nothumanallowed - ⭐ 68 Epistemic dataset generation engine. 38 AI agents deliberate through multi-round Geth Consensus — producing auditable reasoning traces for AI training. Parliament System, Knowledge Grounding, zero-trust security.

3406. mcp_gradio_client - ⭐ 68 This is a proof of concept repo on how to create a gradio UI using the Model Context Protocol Client Python SDK.

3407. asc-mcp - ⭐ 68 MCP server for App Store Connect API - 502 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more from Claude, Cursor, VS Code, or any MCP client

3408. aec-model-bridge - ⭐ 68 Independent Revit MCP ( Model Context Protocol integration for Revit software ).

3409. tuya-mcp-sdk - ⭐ 68 A comprehensive SDK that empowers developers to integrate their custom capabilities with Tuya Cloud through the standardized Model Context Protocol (MCP), ensuring seamless connectivity and interoperability.

3410. nasdaq-data-link-mcp - ⭐ 68 A Nasdaq Data Link MCP (Model Context Protocol) Server

3411. mobile-mcp - ⭐ 68 A Model Context Protocol (MCP) server that provides mobile automation capabilities.

3412. MCP-server-Deepseek_R1 - ⭐ 68 A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek’s language models (R1/V3)

3413. hackmd-mcp - ⭐ 67 A Model Context Protocol server for integrating HackMD’s note-taking platform with AI assistants.

3414. godoctor - ⭐ 67 A Model Context Protocol server for Go developers

3415. CornMCP - ⭐ 67 CornMCP is an open-source mono repo that gives AI coding agents (Antigravity, Cursor, Claude Code, Codex), token-saving access to your codebase through the Model Context Protocol (MCP).

3416. community-servers - ⭐ 67 This repository contains a collection of community-maintained Model Context Protocol (MCP) servers. All servers are automatically listed on the MCP Get registry and can be viewed and installed via CLI

3417. MCPhoenix - ⭐ 67 A simplified implementation of the Model Context Protocol (MCP) server using Elixir’s Phoenix Framework.

3418. shinzo-ts - ⭐ 67 TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms. Integrate with any OpenTelemetry ingest service including the Shinzo platform.

3419. nav2_mcp_server - ⭐ 67 MCP server that provides tools and resources to control and monitor robots using Nav2.

3420. mcp-bear - ⭐ 67 A MCP server for interacting with Bear note-taking software.

3421. nautex - ⭐ 67 MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline

3422. compass - ⭐ 67 Compass is a context engine that builds a knowledge graph of your organization’s metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.

3423. adeu - ⭐ 67 Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject native Track Changes (w:ins, w:del) and Comments without breaking formatting. Includes Model Context Protocol (MCP) Server.

3424. mcp4k - ⭐ 67 Compiler-driven MCP framework for Kotlin Multiplatform

3425. memcord - ⭐ 67 🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.

3426. linkedin-mcp - ⭐ 67 A comprehensive Model Context Protocol (MCP) server for LinkedIn API - manage profiles, posts, connections, skills, education, certifications, and more through AI agents

3427. devswarm - ⭐ 67 High-performance MCP server, code graph engine & evolutionary algorithm platform in Zig. 33 tools: GitHub project management, agent swarm orchestration, iterative review-fix loops, blast radius analysis, and code navigation via Model Context Protocol.

3428. total-agent-memory - ⭐ 67 Persistent local memory for AI coding agents — Claude Code, Codex CLI, Cursor, any MCP client. Temporal knowledge graph, procedural memory, AST codebase ingest, cross-project analogy. LongMemEval R@5 95.1%, LoCoMo 0.607, BEAM 1M 0.448. 74 MCP tools, 9 IDEs, 100% local.

3429. SztuCode - ⭐ 67 A local-first AI coding agent with TUI and desktop clients, tool permissions, memory, Skills, Subagents, and MCP support.。

3430. shotgrid-mcp-server - ⭐ 67 A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.

3431. RoslynMCP - ⭐ 67 A Model Context Protocol (MCP) server that provides C# code analysis capabilities using Microsoft Roslyn

3432. MCPSpend - ⭐ 66 Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hosted

3433. mcp - ⭐ 66 Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol

3434. join.cloud - ⭐ 66 Join.cloud lets AI agents work together in real-time rooms. Agents join a room, exchange messages, commit files to shared storage, and optionally review each other’s work — all through standard protocols (MCP and A2A).

3435. flapi - ⭐ 66 API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build performant and cost-efficient APIs on top of BigQuery or Snowflake for AI Agents and Data Apps

3436. VibeShift - ⭐ 66 [MCP Server] The Security Agent for AI assisted coding

3437. amazon-mcp - ⭐ 66 Amazon MCP server to search & buy products using the L402

3438. mcp-tutorials - ⭐ 66 Model Context Protocol(MCP) 中文教程讲解

3439. yamcp - ⭐ 66 Organize your MCP servers in local workspaces, share them as Yet-Another-MCP through a single command

3440. OpenStudy - ⭐ 66 Self-hostable study dashboard with a built-in MCP server, so that your Claude/ChatGPT subscription becomes x10 more effective for your semester

3441. oh-my-kimi - ⭐ 66 Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): worktree team runtime, DAG/ensemble planning, MCP skill-hooks, quality gates, and local graph memory. | Kimi Code CLI(K2.6)向け本番対応マルチエージェント基盤: worktreeチーム実行、DAG/ensemble計画、MCP/スキルフック、品質ゲート、ローカルグラフ記憶を提供。

3442. lsd-mcp - ⭐ 66 LSD Model Context Protocol

3443. iota-agent-mcp - ⭐ 66 MCP server for IOTA blockchain — 20 tools for AI agent integration (wallet, Move CLI, on-chain queries via Model Context Protocol)

3444. fantasy-football-manager - ⭐ 66 ESPN draft and lineup tools for Codex and other MCP clients, with browser sign-in, approval modes, per-team limits, and server monitoring.

3445. mcp-gitee - ⭐ 66 mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee’s API, allowing AI assistants to manage repository, issues, pull requests, etc.

3446. React-Native-MCP - ⭐ 66 A Model Context Protocol (MCP) server providing comprehensive guidance and best practices for React Native development based on official React Native documentation.

3447. go-mcp-mysql - ⭐ 66 Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.

3448. justbetter-mcp - ⭐ 66 A high-performance, token-efficient Model Context Protocol (MCP) gateway proxy. Avoids context bloat and eliminates multi-turn tool discovery latency by intercepting prompts and semantically injecting only the exact schemas the LLM needs.

3449. sas-mcp-server - ⭐ 66 A self-hosted Model Context Protocol (MCP) server that connects to your SAS Viya environment and provides tools across the analytics lifecycle.

3450. Career-Agents - ⭐ 66 The Open-Source AI Career Operating System. 167 Specialized AI Agents across 19 Divisions, Spoken Voice Lab (27 Languages), AI job search ,ATS Resume Studio, FAANG Interview Tracks, GitHub Portfolio Auditor, Model Context Protocol (MCP) Server, and Career Knowledge Graph.

3451. mcp-miro - ⭐ 65 Miro integration for Model Context Protocol

3452. deepview-mcp - ⭐ 65 DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro’s extensive context window.

3453. deepview-mcp - ⭐ 65 DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro’s extensive context window.

3454. fhir-mcp-server - ⭐ 65 FHIR MCP Server for handling medical data standard.

3455. academia_mcp - ⭐ 65 Academia MCP server: Tools for automatic scientific research

3456. ClaudeHistoryMCP - ⭐ 65 MCP server for searching and surfacing Claude Code conversation history

3457. estonia-ai-kit - ⭐ 65 🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers and skills. Connect Claude, GPT, agents and models, to Estonia’s digital infrastructure.

3458. cortex-scout - ⭐ 65 A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.

3459. unraid-mcp - ⭐ 65 Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.

3460. Kaimon.jl - ⭐ 65 MCP server giving AI agents full access to Julia’s runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search

3461. svelte5-mcp - ⭐ 65 A specialized Model Context Protocol (MCP) server for Svelte 5 frontend development

3462. ibkr-mcp-server - ⭐ 65 MCP Server for IBKR Client

3463. anysite-mcp-server - ⭐ 65 A Model Context Protocol (MCP) server that provides comprehensive access to LinkedIn data and functionalities using the Anysite API, enabling not only data retrieval but also robust management of user accounts.

3464. trpc-mcp-go - ⭐ 65 Go implementation of the Model Context Protocol (MCP) with comprehensive Streamable HTTP, STDIO, and SSE support.

3465. trading212-mcp-server - ⭐ 65 The Trading212 MCP server is a Model Context Protocol server implementation that provides seamless data connectivity to the Trading212 trading platform enabling advanced interaction capabilities via the public beta API.

3466. mcp-cpp - ⭐ 64 A C++ SDK for the Model Context Protocol (MCP). The SDK will provide a framework for creating MCP servers and clients in C++.

3467. mcp-automem - ⭐ 64 MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversations.

3468. mcp-fhir - ⭐ 64 A Model Context Protocol implementation for FHIR

3469. ollama-mcp-client - ⭐ 64

3470. mcp-config - ⭐ 64 A CLI tool for easy installation of MCP servers and managing their configuration

3471. mcp-server - ⭐ 64 The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.

3472. time-mcp - ⭐ 64 ⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities

3473. metabase-mcp - ⭐ 64 Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.

3474. Alph - ⭐ 64 Universal MCP Server Configuration Manager

3475. screaming-frog-mcp - ⭐ 64 MCP server for Screaming Frog SEO Spider – crawl sites, export data, and manage crawl storage via Claude or any MCP-compatible client

3476. mcp-trust-plane - ⭐ 64 Composable data security plane for Model Context Protocol. Pluggable layers — collect, analyze, guard — across 50+ enterprise providers. Open architecture.

3477. UnrealMCPBridge - ⭐ 64 An Unreal Engine plugin that implements an MCP server allowing MCP clients to access the UE Editor Python API.

3478. deploystack - ⭐ 64 Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.

3479. nse-bse-indian-stock-market-data-mcp - ⭐ 64 NSE BSE Indian Stock Market Data MCP server — search, screen & analyze all 8,200+ NSE/BSE stocks with 52 tools: live quotes, financials, technicals, 326-ratio screener, FII/DII flows, options IV, IPOs & portfolio tracking. Works with Claude, ChatGPT, Cursor & any MCP client

3480. alza-mcp - ⭐ 64 Unofficial Model Context Protocol server for Alza.cz — read-only catalog browser for AI agents. Uses Playwright to defeat Cloudflare bot protection.

3481. fast-filesystem-mcp - ⭐ 64 A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.

3482. tripadvisor-mcp - ⭐ 64 A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences.

3483. NepseAPI-Unofficial - ⭐ 64 Unlock Nepal Stock Exchange (NEPSE) data with this powerful unofficial API. Features REST, WebSocket, and a first-of-its-kind Model Context Protocol (MCP) server, enabling AI models like Claude to perform live market analysis with over 20 specialized tools. Strictly for educational and non-commercial use.

3484. Claude-Deep-Research - ⭐ 64 An MCP (Model Context Protocol) server that enables comprehensive research capabilities for Claude

3485. RevitMCP - ⭐ 64 model context protocol for Autodesk Revit

3486. aula-mcp - ⭐ 64 MCP server for Denmark’s Aula school platform — TypeScript MitID auth, no headless browser. Exposes profiles, calendar, messages, ugeplaner to AI agents (Claude/Cursor/etc) via Model Context Protocol.

3487. omnifocus-mcp-enhanced - ⭐ 64 Enhanced Model Context Protocol (MCP) server for OmniFocus with complete subtask support, perspective views (Inbox/Flagged/Forecast/Tags), ultimate task filtering, and direct access to custom perspectives. Seamlessly integrate OmniFocus with Claude AI for intelligent task management.

3488. mcp-server-weibo - ⭐ 63 基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析，为 AI 应用提供完整的微博数据接入方案。

3489. appium-mcp - ⭐ 63 AI-powered mobile automation with Model Context Protocol (MCP) integration. Seamlessly control Android & iOS devices through Appium with intelligent visual element detection and recovery. Built for AI agents like Claude to perform complex mobile testing workflows.

3490. canvas-mcp - ⭐ 63 A Model Context Protocol server to run locally and connect to a Canvas LMS

3491. MCP-Dandan - ⭐ 63 MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection

3492. rember-mcp - ⭐ 63 A Model Context Protocol (MCP) server for Rember.

3493. calculator-mcp-server - ⭐ 63 A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities

3494. mcp-clojure-sdk - ⭐ 63 A Clojure SDK to create MCP servers (and eventually clients)

3495. context-optimizer-mcp-server - ⭐ 63 A Model Context Protocol (MCP) server that provides context optimization tools for AI coding assistants including GitHub Copilot, Cursor AI, Claude Desktop, and other MCP-compatible assistants enabling them to extract targeted information rather than processing large terminal outputs and files wasting their context.

3496. mcp-think-tank - ⭐ 63 MCP Think Tank is a powerful Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants like Cursor and Claude. It provides a structured environment for enhanced reasoning, persistent memory, and responsible tool usage.

3497. mailgun-mcp-server - ⭐ 63 Implementation of Model Context Protocol server for Mailgun APIs

3498. mcp-hub - ⭐ 63 A curated list of awesome Model Context Protocol (MCP) servers.

3499. ai-humanizer-mcp-server - ⭐ 63 A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

3500. Scientific-Papers-MCP - ⭐ 63 A Model Context Protocol (MCP) server that provides LLMs with real-time access to scientific papers from arXiv and OpenAlex.

3501. ns-mcp-server - ⭐ 63 A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API.

3502. quick-mcp-example - ⭐ 62 Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

3503. mcp-server-ccxt - ⭐ 62 Cryptocurrency Market Data MCP Server

3504. mcp-durable-object-client - ⭐ 62 testing mcps

3505. data-gov-il-mcp - ⭐ 62 Advanced MCP server for seamless access to Israeli Government Open Data

3506. mcp-server-security-standard - ⭐ 62 MCP Server Security Standard (MSSS): an open, testable security control standard for certifying MCP servers, with levels, evidence requirements, and reporting schemas.

3507. ollama-mcp-db - ⭐ 62 An interactive chat interface that combines Ollama’s LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP).

3508. toonify-mcp - ⭐ 62 Context compression plugin for Claude Code. Trims large JSON, logs, stack traces, and source files before they enter the context window.

3509. ashra-mcp - ⭐ 62 A Model Context Protocol server for Ashra

3510. mcpr - ⭐ 62 Model Context Protocol server and client for R

3511. contentful-mcp - ⭐ 62 MCP (Model Context Protocol) server for the Contentful Management API

3512. mcp - ⭐ 62 Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.

3513. rag-app-on-aws - ⭐ 62 Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.

3514. esa-mcp-server - ⭐ 62 esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)

3515. mcp-browser-use - ⭐ 62 FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary.

3516. nutrient-document-engine-mcp-server - ⭐ 62 A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.

3517. fastmcp-ts - ⭐ 62 The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎️ 🏎️

3518. AllVoiceLab-MCP - ⭐ 62 Official AllVoiceLab Model Context Protocol (MCP) server, supporting interaction with powerful text-to-speech and video translation APIs.

3519. supermcp - ⭐ 62 🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI backend, React dashboard, and token-based auth. Perfect for multi-tenant apps and AI assistants.

3520. mcp-gearbox - ⭐ 62 A modern desktop application for managing Model Context Protocol (MCP) servers across multiple AI agents

3521. ScreenshotMCP - ⭐ 62 A Model Context Protocol MCP server for capturing website screenshots with full page, element, and device size features.

3522. cap-mcp-plugin - ⭐ 61 MCP (Model Context Protocol) server plugin for CAP NodeJS

3523. identity-service - ⭐ 61 AGNTCY Identity Service serves as the central hub for managing and verifying digital identities for your Agentic Services.

3524. nocodb-mcp-server - ⭐ 61 nocodb mcp server

3525. ocaml-mcp-sdk - ⭐ 61 OCaml SDK for Model Context Protocol using Jane Street’s oxcaml_effect library

3526. mcp-ssh - ⭐ 61 🔐 SSH MCP Tool - AI-powered SSH management through MCP protocol | 基于MCP协议的SSH工具，为AI提供SSH远程操作能力

3527. notebooklm-mcp-secure - ⭐ 61 Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers

3528. openclaw-superpowers - ⭐ 61 44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new behaviors during conversation.

3529. ebay-mcp - ⭐ 61 Open source local MCP server providing AI assistants with comprehensive access to eBay’s Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, analytics, developer tools, and more.

3530. trainingpeaks-mcp - ⭐ 61 TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural language.

3531. whoop-mcp - ⭐ 61 Model Context Protocol server giving Claude (or any MCP client) full read + write access to your Whoop fitness data via the private reverse-engineered iOS API. 47 tools: recovery, sleep, strain, HRV trends, Strength Trainer, journal, Whoop Coach, and smart alarm. TypeScript + zod, auto-refresh Cognito auth.

3532. mcp-kubernetes - ⭐ 61 A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes

3533. ferris-search - ⭐ 61 A blazing-fast MCP (Model Context Protocol) server for multi-engine web search, written in Rust.

3534. osint-mcp-server - ⭐ 61 OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, VirusTotal, Censys, SecurityTrails, DNS reconnaissance, WHOIS, certificate transparency, BGP routing, Wayback Machine, GeoIP. Automated open source intelligence and attack surface mapping via Model Context Protocol.

3535. mcp-domain-availability - ⭐ 61 A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

3536. mcp-uptime-kuma - ⭐ 61 A Model Context Protocol (MCP) server for Uptime Kuma version 2.

3537. contentful-mcp-server - ⭐ 61 MCP (Model Context Protocol) server for the Contentful Management API

3538. substance-designer-mcp - ⭐ 61 The first MCP (Model Context Protocol) integration for Adobe Substance 3D Designer. Control SD from Claude, Cursor, or any MCP client.

3539. arch-mcp - ⭐ 60 Arch Linux MCP (Model Context Protocol) Server

3540. mcp_weather_server - ⭐ 60 A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.

3541. mcp-gearbox - ⭐ 60 A modern desktop application for managing Model Context Protocol (MCP) servers across multiple AI agents

3542. mcp-bridgekit - ⭐ 60 Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survives Vercel/Cloudflare 30s timeouts. Now scales to 100+ users.

3543. puremd-mcp - ⭐ 60 Unblock, scrape, and search tools for MCP clients

3544. devto-mcp - ⭐ 60 MCP Server of DevTo

3545. autosteer - ⭐ 60 Desktop app for multi-workspace Claude Code management

3546. mcp-server-echart - ⭐ 60 基于 mcp-go 框架构建的 mcp 服务，它提供了一个能动态生成 ECharts 图表页面的工具。

3547. chucknorris - ⭐ 60 ⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius’ L1B3RT4S

3548. getnote-mcp - ⭐ 60 GetNote For MCP

3549. smart-pet-with-mcp - ⭐ 60 一个桌宠形式的mcp client，可以对接任意mcp server,配合测试的mcp server 开源地址：https://github.com/shijianzhong/mcp-server-for-pc

3550. mcp-amadeus - ⭐ 60 Amadeus MCP(Model Context Protocol) Server

3551. mcp-oauth-gateway - ⭐ 60 An OAuth 2.1 Authorization Server that adds authentication to any MCP (Model Context Protocol) server without code modification.

3552. mssql_mcp_server - ⭐ 60 A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.

3553. mcp-windows-automation - ⭐ 60 🚀 AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Control Windows apps, automate tasks, and manage systems through natural language commands with Claude, ChatGPT & other AI assistants | 80+ automation tools

3554. fusion360-claude-ultimate - ⭐ 60 🤖 Control Fusion 360 with natural language through Claude Desktop using MCP (Model Context Protocol). Create, manipulate and modify 3D objects by simply describing what you want to do. French-localized adaptation of Kanbara Tomonori’s original concept.

3555. pentester-mcp - ⭐ 60 Elevate your AI assistants (like Claude & Cursor) into autonomous cybersecurity experts. Pentester-MCP integrates 200+ pentesting tools via the Model Context Protocol (MCP) using a secure Docker sandbox.

3556. datawrapper-mcp - ⭐ 60 A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants.

3557. minimax_search - ⭐ 60 MiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities.

3558. mcp-difyworkflow-server - ⭐ 59 mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

3559. cline-mcp-memory-bank - ⭐ 59 A memory system for Cline that tracks progress between conversations.

3560. shadcn-ui-mcp-server - ⭐ 59 MCP server for shadcn/ui component references

3561. mcp_server_gdb - ⭐ 59 MCP Server to expose the GDB debugging capabilities

3562. mono-mcp - ⭐ 59 A comprehensive Model Context Protocol (MCP) server for Nigerian banking operations using the Mono Open Banking API.

3563. ask-user-questions-mcp - ⭐ 59 Better ‘AskUserQuestion’ - A lightweight MCP server/OpenCode plugin/Agent Skills + CLI tool that allows your LLMs ask questions to you. Be the human in the human-in-the-loop!

3564. mcp-batchit - ⭐ 59 🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.

3565. Memory-Plus - ⭐ 59 🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent “memories” across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

3566. claude-plugins - ⭐ 59 28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, iterative refinement, binary RE, structured decisions. Install any skill in one command.

3567. oh-my-codex - ⭐ 59 oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code delegation (no timeouts), structured workflows (autopilot, TDD, code review, planning), persistent state & memory. Like oh-my-zsh but for Codex.

3568. camofox-mcp - ⭐ 59 Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked

3569. mkp - ⭐ 59 MKP is a Model Context Protocol (MCP) server for Kubernetes

3570. ocaml-mcp - ⭐ 59 OCaml implementation of the Model Context Protocol (MCP)

3571. onec-client-mcp-devkit - ⭐ 59 Реализация MCP сервера, который запускается в клиенте 1С:Предприятие

3572. mlb-api-mcp - ⭐ 59 A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.

3573. scheduler-mcp - ⭐ 59 MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assistants.

3574. Koppla - ⭐ 59 A Model-Context-Protocol (MCP) Server for Active Directory

3575. adx-mcp-server - ⭐ 59 A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

3576. mcp-android-server-python - ⭐ 59 MCP Android agent - This project provides an MCP (Model Context Protocol) server for automating Android devices using uiautomator2. It’s designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language.

3577. mcp-accessibility-scanner - ⭐ 59 An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core.

3578. imap-mcp - ⭐ 58 IMAP Model Context Protocol server for interactive email processing

3579. discord-mcp - ⭐ 58 Local, typed Model Context Protocol server for Discord bots - 192 tools for AI clients with safety controls and observability.

3580. mcpserver - ⭐ 58 为claude code+glm 添加上眼睛

3581. job-searchoor - ⭐ 58 A simple MCP server that delivers you jobs based on your needs

3582. scrapegraph-mcp - ⭐ 58 ScapeGraph MCP Server

3583. vscode-mcp - ⭐ 58 MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get real-time LSP diagnostics, type information, and code navigation for AI coding agents without waiting for slow tsc/eslint checks.

3584. ntfy-me-mcp - ⭐ 58 An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

3585. mcpshim - ⭐ 58 Turn remote MCP servers into local command workflows.

3586. thoughtbox - ⭐ 58 Thoughtbox is an intention ledger for agents. Evaluate AI’s decisions against its decision-making.

3587. Zikkaron - ⭐ 58 Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.

3588. aura - ⭐ 58 A production-ready framework for composing AI agents from declarative TOML configuration, with MCP tool integration, RAG pipelines, and an OpenAI-compatible web API.

3589. ai-forge-mcp - ⭐ 58 565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, game-ready asset out.

3590. safari-mcp - ⭐ 58 Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

3591. mcp-docs-service - ⭐ 58 MCP Documentation Management Service - A Model Context Protocol implementation for documentation management

3592. mcp-toolbox-sdk-go - ⭐ 58 Go SDK for interacting with the MCP Toolbox for Databases.

3593. peta-core - ⭐ 58 The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.

3594. client - ⭐ 58 Core PHP implementation for the Model Context Protocol (MCP) Client

3595. daipendency-mcp - ⭐ 58 Model Context Protocol server for Daipendency

3596. meme-mcp - ⭐ 58 A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API

3597. dcc-mcp-maya - ⭐ 58 Maya-specific implementation of Model Context Protocol (MCP) for Autodesk Maya, enabling remote control and integration with MCP ecosystem.

3598. mcp-front - ⭐ 58 Auth proxy for Model Context Protocol servers - adds authentication to MCP tools for Claude.ai, Claude Code, Cursor, Gemini

3599. MCP-Scanner - ⭐ 58 Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE.

3600. MCP-BOE - ⭐ 58 MCP server para el BOE 🇪🇸 — Acceso a legislación consolidada, sumarios diarios y tablas oficiales del Boletín Oficial del Estado mediante Model Context Protocol y API REST.

3601. awesome-mcp-servers - ⭐ 58 A curated list of excellent Model Context Protocol (MCP) servers.

3602. tomtom-maps-mcp - ⭐ 58 A Model Context Protocol (MCP) server providing TomTom’s location services, search, routing, and traffic data to AI agents.

3603. metis-router - ⭐ 57 MCP router and Web Based MCP client

3604. create-mcp-app - ⭐ 57 A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling

3605. Archive-Agent - ⭐ 57 Find your files with natural language and ask questions.

3606. adbfriend - ⭐ 57 Android ADB CLI tool including integrated MCP Server with common adb actions used during development

3607. MCP_Atom_of_Thoughts - ⭐ 57 Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought, using the dependencies between these units to deliver more robust reasoning and validated insights.

3608. python - ⭐ 57 🔐 Plug-and-play auth for Python MCP servers.

3609. brainstorm-mcp - ⭐ 57 MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)

3610. luma-mcp - ⭐ 57 Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash等。为不支持图片理解的 AI 编码模型提供视觉处理能力。

3611. rustchain-mcp - ⭐ 57 MCP server for RustChain blockchain and BoTTube video platform — AI agent tools for earning RTC tokens. Built on createkr’s RustChain SDK.

3612. mcp-security-audit - ⭐ 57 A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.

3613. pagespeed-insights-mcp - ⭐ 57 Six-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analyze, compare, and optimize web performance directly through Claude, Cursor, or any MCP-compatible AI client.

3614. mcp-mermaid-validator - ⭐ 57 A Model Context Protocol server that validates and renders Mermaid diagrams.

3615. rhinoMcpServer - ⭐ 57 RhinoMCP connects Rhino to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and architectural design.

3616. xero-agent-toolkit - ⭐ 57 A collection of examples demonstrating how to build AI agents that integrate with the Xero API using various agentic frameworks and the Xero MCP (Model Context Protocol) Server.

3617. SUMO-MCP-Server - ⭐ 57 SUMO-MCP 是一个连接大语言模型 (LLM) 与 Eclipse SUMO 交通仿真的中间件。通过 Model Context Protocol (MCP)，它允许 AI 智能体（如 Claude, Cursor, TRAE等）直接调用 SUMO 的核心功能，实现从OpenStreetMap 数据获取、路网生成、需求建模到仿真运行与信号优化的全流程自动化。

3618. kafka-mcp-server - ⭐ 57 A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging franz-go and mcp-go.

3619. xhs-mcp - ⭐ 57 用于小红书（xiaohongshu.com）的 Model Context Protocol（MCP）服务器与 CLI 工具，支持登录、发布、搜索、推荐等自动化能力

3620. tampermonkey-mcp - ⭐ 57 Manage Tampermonkey userscripts via Model Context Protocol (MCP). List, read, write, patch, and delete userscripts directly from AI-powered development tools.

3621. MCPwner - ⭐ 57 Model Context Protocol server for autonomous vulnerability discovery

3622. midi-mcp-server - ⭐ 57 MIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions through a standardized interface.

3623. better-bear - ⭐ 56

3624. naver-search-mcp - ⭐ 56 MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via DataLab API.

3625. solana-mcp-server - ⭐ 56 solana mcp sever to enable solana rpc methods

3626. web2mcp - ⭐ 56 Generate an MCP for any web app

3627. mcp-server-flomo - ⭐ 56 Write notes to Flomo

3628. astro-mcp - ⭐ 56 MCP server to support Astro project development

3629. fossil-mcp - ⭐ 56 The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.

3630. unity-api-mcp - ⭐ 56 Instant, accurate Unity API lookups instead of expensive source file reads, saving your agent tokens, context, and hallucinations

3631. hwpx-mcp-server - ⭐ 56 MCP server for AI agents to read, edit, inspect, and validate local HWPX documents.

3632. agent-trace - ⭐ 56 strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, Gemini CLI or any MCP client

3633. go-crx3 - ⭐ 56 Chrome browser extension tools with MCP integration. Pack, unpack, zip, unzip, download, and manage CRX3 extensions – now AI-compatible via Model Context Protocol.

3634. NoLLMChat - ⭐ 56 Not-Only LLM Chat. An AI application that enhances creativity and user experience beyond just LLM chat. Noted: Seems it beta version of there is issue with DB please clear site Data in debug

3635. youtube-mcp-server - ⭐ 56 A powerful Model Context Protocol (MCP) server for YouTube video transcription and metadata extraction.

3636. mcp-gemini-search - ⭐ 56 Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini’s function calling capabilities and MCP’s flight search tools

3637. mcp-filter - ⭐ 56 A proxy MCP (Model Context Protocol) server that filters the upstream tool surface to just the tools you need.

3638. mcp - ⭐ 56 40ANTS-MCP is a framework for building Model Context Protocol servers in Common Lisp

3639. mcp-server - ⭐ 56 Inkdrop Model Context Protocol Server

3640. AI-Cursor-Scraping-Assistant - ⭐ 56 A powerful tool that leverages Cursor AI and MCP (Model Context Protocol) to easily generate web scrapers for various types of websites.

3641. MCPwner - ⭐ 56 Model Context Protocol server for autonomous vulnerability discovery

3642. mcp-codestyle-server - ⭐ 56 MCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器，为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板，并在缺失时自动从远程仓库下载元数据和文件进行修复。

3643. zillow-mcp-server - ⭐ 56 Zillow MCP Server for real estate data access via the Model Context Protocol

3644. mcp-rdf-explorer - ⭐ 56 A Model Context Protocol (MCP) server that provides conversational interface for the exploration and analysis of RDF (Turtle) based Knowledge Graph in Local File mode or SPARQL Endpoint mode.

3645. stockbit-mcp - ⭐ 56 Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Repository Owners is busy with College Work, Updates might be delayed)

3646. france-mcp-servers - ⭐ 55 A curated catalog of Model Context Protocol servers for French data, laws, and services.

3647. mcp-thinking - ⭐ 55 thinking tool for claude desktop/mcp clients using Deepseek reasoner

3648. Intelli - ⭐ 55 Build multi-model chatbots and agents from intent.

3649. mcp-secrets-plugin - ⭐ 55 Secure credential management for MCP servers leveraging system-native keychain storage across macOS, Windows, and Linux platforms

3650. trellis_blender - ⭐ 55 Blender plugin for TRELLIS and TRELLIS.2 (3D AIGC Model, Text-to-3D, Image-to-3D)

3651. powhttp-mcp - ⭐ 55 MCP server enabling agents to debug HTTP requests better (using powhttp)

3652. cosmotop - ⭐ 55 Multiplatform system monitoring tool using Cosmopolitan Libc

3653. AfdianToMarkdown - ⭐ 55 爱发电爬虫(afdian.com)

3654. mcp-duckdb-memory-server - ⭐ 55 MCP Memory Server with DuckDB backend

3655. crawlbase-mcp - ⭐ 55 Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It powers Claude, Cursor, and Windsurf integrations with battle-tested web scraping, JavaScript rendering, and anti-bot protection enabling structured, live data inside your AI workflows.

3656. tokio-prompt-orchestrator - ⭐ 55 Multi-core, Tokio-native orchestration for LLM pipelines.

3657. ctxvault - ⭐ 55 Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control and query.

3658. touchdesigner-mcp-server - ⭐ 55 TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 operators + 14 tutorials + 69 Python API classes with working get_python_api & search_python_api tools. Zero-configuration setup for VS Code/Codium.

3659. mcp-headless-gmail - ⭐ 55 A MCP (Model Context Protocol) server that provides get, send Gmails without local credential or token setup.

3660. mcp-guard - ⭐ 55 MCP Guard secures your MCP client from prompt injection attacks and more.

3661. mcp-server-azure-ai-agents - ⭐ 55 Model Context Protocol Servers for Azure AI Search

3662. rulego-server - ⭐ 55 A lightweight dependency-free workflow automation platform. Supports iPaaS, stream computing, MCP, and AI capabilities.

3663. openrouter-deep-research-mcp - ⭐ 55 A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite database on the fly in web assembly. Includes semantic + hybrid search, SQL execution, semaphores, prompts/resources and more

3664. bgg-mcp - ⭐ 55 BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user collections, and profiles.

3665. minibridge - ⭐ 54 Make your MCP servers secure and production ready

3666. temporal-mcp - ⭐ 54 Empowering AI with Workflow Orchestration

3667. sympy-mcp - ⭐ 54 A MCP server for symbolic manipulation of mathematical expressions

3668. swift-mcp-gui - ⭐ 54 MCP server that can execute commands such as keyboard input and mouse movement on macOS

3669. talkito - ⭐ 54 TalkiTo lets developers interact with AI systems through speech across multiple channels (terminal, API, phone). It can be used as both a command-line tool and a Python library.

3670. Navidrome-MCP - ⭐ 54 Analyze listening patterns, create custom playlists, discover missing albums, discover similar artists, discover radio stations, and validate radio streams using natural language.

3671. claude-code-emacs - ⭐ 54 This package provides seamless integration with Claude Code, allowing you to run AI-powered coding sessions directly in your Emacs environment.

3672. rs-utcp - ⭐ 54 Official Rust implementation of the UTCP

3673. template-mcp-server - ⭐ 54 Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.

3674. mcp-server-amazon - ⭐ 54 🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase directly from Claude AI! ✨

3675. tiktok-ads-mcp-server - ⭐ 54 TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

3676. linkedin-mcp-server - ⭐ 54 Model Context Protocol (MCP) server for LinkedIn API integration

3677. mcp-bundle - ⭐ 54 Symfony integration bundle for Model Context Protocol (via official mcp/sdk)

3678. PixVerse-MCP - ⭐ 54 Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs.

3679. alibabacloud-dataworks-mcp-server - ⭐ 54 A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.

3680. uiautomator2-mcp-server - ⭐ 54 A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.

3681. mcp-server-fanqie - ⭐ 54 番茄小说 MCP 服务器 - 为番茄小说提供 Model Context Protocol 服务

3682. openai-mcp-client - ⭐ 53 A rudimentary implementation of Anthropic’s Model Context Protocol with OpenAIs Model

3683. adk-mcp-a2a-crash-course - ⭐ 53 This project demonstrates a multi-agent system using Google’s Agent Development Kit (ADK), Agent2Agent (A2A) and Model Context Protocol (MCP). that integrates Notion for information retrieval and ElevenLabs for text-to-speech conversion.

3684. mcp-openai - ⭐ 53 🔗 MCP Client with OpenAI compatible API

3685. user-feedback-mcp - ⭐ 53 Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

3686. Multi-Agent-System-A2A-ADK-MCP - ⭐ 53 Multi-Agent Systems with Google’s Agent Development Kit + A2A + MCP

3687. skrills - ⭐ 53 Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes, and syncs skills, subagents, commands, and configuration between multiple CLIs.

3688. mcp-dap-server - ⭐ 53 MCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.

3689. mcp-zap-server - ⭐ 53 A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.

3690. mcp-server-atlassian-confluence - ⭐ 53 Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

3691. nvim-mcp - ⭐ 53 MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.

3692. deepseek-mcp - ⭐ 53 A tiny MCP stdio server that exposes DeepSeek as a cheap supervised worker for Claude Code, Codex, or any MCP client.

3693. agentcat-python-sdk - ⭐ 53 AgentCat is an analytics platform for MCP server owners 🐱.

3694. mcp-remote - ⭐ 53 The bridge for remote MCP — seamless OAuth, resilient auth recovery, production-grade reliability

3695. steel-mcp-server - ⭐ 53 Cloud Chrome for MCP clients. Read pages that block plain fetches, fill forms, take screenshots, and hand the browser to a human when a login needs one.

3696. beanquery-mcp - ⭐ 53 Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.

3697. yahoo-finance-server - ⭐ 53 A Model Context Protocol (MCP) server that lets your AI interact with Yahoo Finance to get comprehensive stock market data, news, financials, and more

3698. mcp-nats - ⭐ 53 A Model Context Protocol (MCP) server for NATS messaging system integration

3699. filesystem-mcp-server - ⭐ 53 A Model Context Protocol (MCP) server for platform-agnostic file capabilities, including advanced search/replace and directory tree traversal

3700. TalkToFigmaDesktop - ⭐ 53 A powerful desktop application bridging Figma and AI tools via Model Context Protocol Seamless integration between Figma designs and AI assistants

3701. awesome-mcp-security - ⭐ 53 Security Threats related with MCP (Model Context Protocol), MCP Servers and more

3702. a11y-mcp - ⭐ 53 An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Amp/Cline/Cursor/GH Copilot) and let them fix a11y issues for you!

3703. Learn-Model-Context-Protocol-with-Python - ⭐ 53 Learn Model Context Protocol with Python, published by Packt

3704. mathematica-mcp - ⭐ 53 Model Context Protocol (MCP) server that connects AI agents (Claude, Cursor, etc.) to Wolfram Mathematica for symbolic computation, visualization, and notebook manipulation.

3705. mcp-claude-spotify - ⭐ 53 An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

3706. clickup-mcp-server - ⭐ 53 ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol

3707. gate-for-ai - ⭐ 53 Gate for AI is an AI-native crypto infrastructure that enables AI agents to trade, analyze markets, manage wallets, and query on-chain data through MCP (Model Context Protocol) and modular AI Skills. Integrate ChatGPT, Claude, and OpenClaw with CEX + DEX capabilities.

3708. open-ghl-mcp - ⭐ 52 An open source Model Context Protocol server for GoHighLevel API v2 with OAuth

3709. mcp-sitecore-server - ⭐ 52 Model Context Protocol server for Sitecore

3710. gomcp - ⭐ 52 Unofficial Golang SDK for Anthropic Model Context Protocol

3711. A2A_ADK_MCP - ⭐ 52 Multi-Agent Systems with Google’s Agent Development Kit + A2A + MCP

3712. mcp-victorialogs - ⭐ 52 The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

3713. baba_is_eval - ⭐ 52 Claude et al. play the brilliant puzzle title “Baba is You”

3714. us-census-bureau-data-api-mcp - ⭐ 52 The U.S. Census Bureau Data API MCP connects AI Assistants with official Census Bureau statistics.

3715. gemini-cloud-assist-mcp - ⭐ 52 An MCP Server for Gemini Cloud Assist; provides tools to assist with your tasks on GCP

3716. youtrack-mcp - ⭐ 52 An MCP (Model Context Protocol) server that provides YouTrack REST API access to AI agents

3717. Generative-UI-MCP - ⭐ 52 MCP server that teaches AI models to generate interactive visualizations — charts, diagrams, mockups, and more.

3718. mcpx - ⭐ 52 Turn MCP servers into composable CLIs.

3719. funplay-unity-mcp - ⭐ 52 The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, and play mode automation.

3720. vchart-mcp-server - ⭐ 52 A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI assistants to generate interactive charts and visualizations.

3721. mcp-playwright-cdp - ⭐ 52 Model Context Protocol server for Playwright with Chrome DevTools Protocol support

3722. lisply-mcp - ⭐ 52 Model Context Protocol (MCP) server to manage and talk to compliant “Lisply” lisp-speaking backend services

3723. dsh-mcp-panel - ⭐ 52 MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (approval-gated writes, automatic backups) and a tool trial console over the official tool pipeline (Apache-2.0, dsh-plugin).

3724. Kiln - ⭐ 52 Describe it or draw it — Kiln makes it real. The open-source MCP server for 3D printing: AI agents (Claude, Codex, Cursor, or any MCP client) design, generate, slice & print on Bambu Lab, Creality, Prusa, Elegoo, Klipper/Moonraker, OctoPrint, Duet/RepRapFirmware & any Marlin printer.

3725. overleaf-mcp-server - ⭐ 52 MCP server for Overleaf projects. Syncs LaTeX files via Git, parses sections, equations, and citations, and exposes them to AI clients for assisted paper review, LaTeX fixes, and content generation.

3726. mcp-mail-server - ⭐ 52 A lightweight Model Context Protocol (MCP) server that provides IMAP and SMTP email functionality for AI assistants like Claude in Cursor IDE. Built with TypeScript and optimized for easy deployment via npm/npx.

3727. zscaler-mcp-server - ⭐ 52 Zscaler Integration MCP Server is a Model Context Protocol (MCP) server designed for managing Several Zscaler Products using Large Language Models (LLMs).

3728. komodo-mcp-server - ⭐ 52 Model Context Protocol Server for Komodo 🦎 - Enables AI assistants to interact with Docker containers, deployments, stacks, and servers managed by Komodo.

3729. moodle-mcp - ⭐ 52 A Model Context Protocol (MCP) server implementation that provides capabilities to interact with Moodle LMS

3730. mcp-tool-filter - ⭐ 52 Ultra-fast semantic tool filtering for MCP (Model Context Protocol) servers using embedding similarity. Reduce your tool context from 1000+ tools down to the most relevant 10-20 tools in under 10ms.

3731. google-photos-mcp - ⭐ 52 A Model Context Protocol repository for Google Photos API

3732. codex-mcp-go - ⭐ 51 codex-mcp-go is a Go-based MCP (Model Context Protocol) server that serves as a bridge for Codex CLI, enabling various AI coding assistants (such as Claude Code, Roo Code, KiloCode, etc.) to seamlessly collaborate with Codex.

3733. 1xn-vmcp - ⭐ 51 vMCP - Virtual Model Context Protocol

3734. gomcp - ⭐ 51 gomcp provides a Go implementation of the Model Context Protocol (MCP), enabling communication between language models/agents and external tools or resources via a standardized protocol.

3735. mcp-app-demo - ⭐ 51 Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.

3736. gdal-mcp - ⭐ 51 Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

3737. whois-mcp - ⭐ 51 MCP Server for whois lookups.

3738. mcp-atlassian-server - ⭐ 51 MCP server connecting AI assistants with Jira & Confluence for smart project management.

3739. ShadowCrawl - ⭐ 51 🥷 The FREE, Sovereign alternative to Firecrawl & Tavily. Pure Rust Stealth Scraper + Built-in God-Tier Meta-Search for AI Agents. Bypass Cloudflare & DataDome via HITL. Zero-bloat, ultra-clean LLM data. 99.99% Success Rate. 🦀

3740. hmr - ⭐ 51 Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr

3741. matlab-mcp-server - ⭐ 51 Matlab MCP Server in python

3742. notebooklm-mcp - ⭐ 51 MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management, cross-client sharing. Zero hallucinations, just your knowledge base.

3743. modular-mcp - ⭐ 51 A Model Context Protocol (MCP) proxy server that enables efficient management of large tool collections across multiple MCP servers by grouping them and loading tool schemas on-demand.

3744. mcp-server-ledger - ⭐ 51 A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface, making it easy for AI assistants to help with financial reporting, budget analysis, and accounting tasks.

3745. model-context-protocol-rb - ⭐ 51 An implementation of the Model Context Protocol in Ruby.

3746. mcpo_docker_use - ⭐ 51 An example Docker image for mcpo（with npm,curl,nodejs,uv Pre-Built;Pre-Built MCP:amap;baidumap;server-brave-search; tavily;fetch）, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.

3747. zig-mcp-server - ⭐ 51 A Model Context Protocol (MCP) server that provides Zig language tooling, code analysis, and documentation access. This server enhances AI capabilities with Zig-specific functionality including code optimization, compute unit estimation, code generation, and best practices recommendations.

3748. mcp_server - ⭐ 51 A C++ implementation of a Model Context Protocol Server with a pluggable module architecture.

3749. Heimdall - ⭐ 51 Tamper-evident integrity monitor for the MCP config & server files your local AI agents load.

3750. awesome-mcp-hardware - ⭐ 51 Awesome list of MCP servers for interacting with hardware and the physical world.

3751. brave-api - ⭐ 51 Brave API is totally free. No login. No API key. No bullshit.

3752. plumcp - ⭐ 51 Clojure/ClojureScript library for making MCP server and client

3753. Thunderbird-MCP - ⭐ 51 MCP server that drives a local Thunderbird - mail, folders, contacts, calendar, filters and settings - from Claude Code, Codex and any other MCP client. 112 tools, Python.

3754. any2markdown - ⭐ 51 一个高性能的文档转换服务器，同时支持 Model Context Protocol (MCP) 和 RESTful API 接口。将 PDF、Word 和 Excel 文档转换为 Markdown 格式，具备图片提取、页眉页脚移除和批量处理等高级功能

3755. Dragon-Brain - ⭐ 51 Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cursor, Windsurf, VS Code Copilot. 30 tools, 1121 tests.

3756. beemcp - ⭐ 51 BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Bee wearable lifelogger to AI via the Model Context Protocol

3757. pdf-mcp - ⭐ 51 一个强大的 PDF 处理 MCP（Model Context Protocol）服务，提供全面的 PDF 文档分析功能

3758. mcp-googletasks - ⭐ 51 This Model Context Protocol (MCP) server provides a bridge between LLMs and Google Tasks, allowing you to manage your task lists and tasks directly through Claude.

3759. speedgrapher - ⭐ 51 Technical writing assistant, side-panel Markdown editor, Model Context Protocol (MCP) server, and Agent Skills suite for Antigravity: Gunning Fog readability, AI slop detection, Vale linting, and SEO/GEO.

3760. bsky-mcp-server - ⭐ 51 Bluesky MCP (Model Context Protocol) Server

3761. sharedcontext - ⭐ 50 MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with AES-256-GCM, synced to Arweave. No server, no account, recoverable with a 12-word phrase.

3762. vercel-ai-docs-mcp - ⭐ 50 A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask questions about the Vercel AI SDK and receive accurate, contextualized responses based on the official documentation.

3763. mcp-auth-servers - ⭐ 50 🔒 Reference MCP servers that demo how authentication works with the current Model Context Protocol spec.

3764. Perigon.CLI - ⭐ 50 This is a tool that helps you quickly build backend services based on Asp.Net Core and EF Core. It provides command line, WebUI and IDE MCP support. In a well-designed project architecture that has been put into practice, code generation and LLM technology are used to reduce various template codes and greatly improve development efficiency!

3765. ScreenPilot - ⭐ 50 Tool that allows the AI to control your device in the same way you do, enabling automation for everything!

3766. mcp-server-drupal - ⭐ 50 TS based companion MCP server for the Drupal MCP module that works with the STDIO transport.

3767. create-mcp - ⭐ 50 CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools.

3768. gimp-mcp - ⭐ 50 GIMP MCP server

3769. mcp-tts - ⭐ 50 MCP Server for Text to Speech

3770. pprof-analyzer-mcp - ⭐ 50 This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.

3771. sample-agentic-ai-web - ⭐ 50 This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.

3772. civyk-winwright - ⭐ 50 Playwright-style MCP server for Windows desktop, system, and browser automation. 59 tools for WPF, WinForms, Win32, Chrome/Edge via Model Context Protocol.

3773. mcp-codebase-index - ⭐ 50 17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.

3774. illustrator-mcp-server - ⭐ 50 mcp server to run scripts on adobe illustrator

3775. octave-mcp - ⭐ 50 OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.

3776. kimi-code-mcp - ⭐ 50 MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs. Session caching, parallel agents, TypeScript.

3777. awesome-ai-plugins - ⭐ 50 A curated list of awesome plugins for AI assistants including Claude Code, OpenAI Codex, Gemini, OpenCode and More.

3778. mcp - ⭐ 50 A XGo implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

3779. mcp-youtube - ⭐ 50 Model Context Protocol to fetch youtube transcript

3780. SSH-MCP - ⭐ 50 A Model Context Protocol (MCP) server that provides SSH access to remote servers, allowing AI tools like Claude Desktop or VS Code to securely connect to your VPS.

3781. conduit - ⭐ 50 One local gateway for all your MCP servers, set up once and shared by every AI client (Claude, Cursor, VS Code, Codex). Lazy discovery collapses them to 3 meta-tools the agent searches on demand, ~90% fewer tokens. Keys in your OS keychain, no cloud.

3782. MCPApp - ⭐ 50 This text introduces the Model Context Protocol (MCP) for AI interaction, exploring Google Apps Script (GAS) as a server option. It shows feasibility with a sample but notes the lack of a GAS SDK, aiming to encourage understanding and development.

3783. world_bank_mcp_server - ⭐ 50 An implementation of the Model Context Protocol for the World Bank open data API

3784. godot-mcp-go - ⭐ 50 Give AI agents the complete Godot development loop: discover, build, play, observe, debug, fix, and verify from a CLI or MCP client.

3785. mcp-lite-dev - ⭐ 50 共学《MCP极简开发》项目代码

3786. cheatengine-mcp-tcp-bridge - ⭐ 50 TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI directly to local or remote Cheat Engine via TCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

3787. oatpp-mcp - ⭐ 50 Anthropic’s Model Context Protocol implementation for Oat++

3788. shadowgit-mcp - ⭐ 50 A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories. This enables powerful debugging and code analysis capabilities by giving AI access to your project’s fine-grained git history.

3789. binance-mcp-server - ⭐ 50 Unofficial tools and server implementation for Binance’s Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.

3790. codebase-mcp - ⭐ 50 Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persistent memory, and quality-checked code generation. Built for Python & React. Free alternative to paid AI coding tools.

3791. mcp-ai-memory - ⭐ 50 A production-ready Model Context Protocol (MCP) server for semantic memory management

3792. mcp-openapi-schema - ⭐ 50 OpenAPI Schema Model Context Protocol Server

3793. kimai_mcp - ⭐ 50 A comprehensive Model Context Protocol (MCP) server for Kimai time-tracking integration. Provides tools for timesheet management, project tracking, team collaboration, and reporting with smart user selection and Claude Desktop integration.

3794. chatwork-mcp-server - ⭐ 50 ChatworkをAIから操作するためのMCP(Model Context Protocol)サーバー

3795. mcp-server-lib.el - ⭐ 50 Emacs Lisp implementation of the Model Context Protocol

3796. mcp-client-cli - ⭐ 50 Command-line interface for any Model Context Protocol (MCP) server.

3797. fusion-mcp-server - ⭐ 50 A model context protocol (MCP) server for Autodesk Fusion that provides resources and tools from ADSK to an AI client such as Claude

3798. wiki-js-mcp - ⭐ 50 Model Context Protocol (MCP) server for Wiki.js with hierarchical documentation & Docker setup

3799. krita-mcp - ⭐ 50 Let AI paint in Krita via the Model Context Protocol. Includes fix for the common export timeout issue.

3800. sweden-mcp-servers - ⭐ 49 A curated catalog of Model Context Protocol servers for Swedish data, laws and services.

3801. mcp-client - ⭐ 49

3802. n8n-workflow-builder-mcp - ⭐ 49 MCP server that allow LLM in agent mode builds n8n workflows for you

3803. linux-do-mcp - ⭐ 49 A MCP Server For LINUX DO community

3804. agent-os - ⭐ 49 A Safety-First Kernel for Autonomous AI Agents - POSIX-inspired primitives with 0% policy violation guarantee

3805. cinema4d-mcp - ⭐ 49 Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation.

3806. image-gen-mcp - ⭐ 49 An MCP server that integrates with gpt-image-1 & Gemini imagen4 model for text-to-image generation services

3807. mcp_server_notify - ⭐ 49 Send system notification when Agent task is done.

3808. mcp-client-demo - ⭐ 49

3809. gtm-mcp - ⭐ 49 MCP server for B2B cold outreach — find companies via Apollo, verify with AI, push to SmartLead & GetSales. 49 tools. Works with Claude Code or any MCP client

3810. evernote-mcp-server - ⭐ 49 Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to query your notes in Evernote

3811. mcp-gitlab-server - ⭐ 49 Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).

3812. kirby-mcp - ⭐ 49 CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.

3813. dotbot - ⭐ 49 Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.

3814. arifos - ⭐ 49 arifOS — Constitutional MCP kernel for governed AI execution. AAA trinity: AGI (Mind) · ASI (Heart) · APEX (Judge). Built for the sovereign agentic era.

3815. mcp-zenml - ⭐ 49 MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

3816. langchain-mcp-client - ⭐ 49 This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers (OpenAI, Anthropic, Google, Ollama).

3817. tinyagent - ⭐ 49 Tiny Agent: Production-Ready LLM Agent SDK for Every Developer

3818. mTarsier - ⭐ 49 mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client.

3819. fast-mcp-telegram - ⭐ 49 Telegram MCP gateway for AI agents: 8 tools, multi-tenant HTTP/stdio, MTProto

3820. claude-mcp - ⭐ 49 Claude Unified Model Context Interaction Protocol

3821. nuclei-mcp - ⭐ 49 An implementation of a Model Context Protocol (MCP) for the Nuclei scanner. This tool enables context-aware vulnerability scanning by intelligently providing models and context to the scanning engine, allowing for more efficient and targeted template execution

3822. mcp-wikidata - ⭐ 49 A server implementation for Wikidata API using the Model Context Protocol (MCP).

3823. devcontext - ⭐ 49 DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

3824. hourei-mcp-server - ⭐ 49 e-Gov法令APIを使用して日本の法令情報を検索・取得するModel Context Protocolサーバー

3825. elysia-mcp - ⭐ 49 ElysiaJS plugin for Model Context Protocol with HTTP transport

3826. mcp-workspace - ⭐ 49 MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.

3827. flutter_agent_lens - ⭐ 48 Agent-first Model Context Protocol (MCP) server to debug, profile, and optimize running Flutter apps. Connects AI assistants to Dart VM Service over WebSockets for direct access to widget trees, memory snapshots, network traffic, stateful CPU profiling, and layout diffing.

3828. langchaingo-mcp-adapter - ⭐ 48 A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.

3829. mcp-server-chart-minio - ⭐ 48 mcp-server-chart私有化部署方案

3830. lakevision - ⭐ 48 Lakevision is a tool which provides insights into your Apache Iceberg based Data Lakehouse.

3831. buildkite-mcp-server - ⭐ 48 Official MCP Server for Buildkite.

3832. mcp-metabase-server - ⭐ 48 A comprehensive MCP server for Metabase with 70+ tools.

3833. globalping-mcp-server - ⭐ 48 Remote MCP server that gives LLMs access to run network commands

3834. advanced-homeassistant-mcp - ⭐ 48 An advanced MCP server for Home Assistant. 🔋 Batteries included.

3835. codex-specialized-subagents - ⭐ 48 MCP server that lets Codex delegate to isolated codex exec sub-agents, selecting repo+global skills automatically

3836. shadowgit-mcp - ⭐ 48 A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories. This enables powerful debugging and code analysis capabilities by giving AI access to your project’s fine-grained git history.

3837. Homeassistant-server-mcp - ⭐ 48 A Model Context Protocol (MCP) server for interacting with Home Assistant. This server provides tools to control and monitor your Home Assistant devices through MCP-enabled applications.

3838. js - ⭐ 48 🔐 Plug-and-play auth for Node.js MCP servers.

3839. synapse-ai - ⭐ 48 Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

3840. mcp-mail - ⭐ 48 📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具

3841. bonnard-cli - ⭐ 48 Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.

3842. Go-High-Level-MCP-2026-Complete - ⭐ 48 GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, Contacts, Calendars, Conversations, Opportunities, Invoices, Payments, Workflows, Social Media, and more. MCP SDK 1.26, Streamable HTTP, tool annotations.

3843. Serper-search-mcp - ⭐ 48 Un-official Serper Google search server for Cline and other MCP clients

3844. markifact-mcp - ⭐ 48 MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad operations from Claude, ChatGPT, Gemini, Cursor, or any AI client. Human-in-the-loop on every write.

3845. OpenQuantum - ⭐ 48 Open-source quantum Agent workspace with a desktop client, Web UI, messaging, Qiskit/MCP tools, and scientific validation

3846. mcp-tools - ⭐ 48 Tools for building modern & secure MCP integrations across the client and server side

3847. cybersec-toolkit - ⭐ 48 One command installs 670+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code, OpenCode, Codex, Gemini CLI, Ollama-backed agents and other MCP clients. Includes 870+ agent skills for CTF, pentesting, bug bounty, DFIR and red/blue teams—companion by default, autonomous when asked.

3848. actual-mcp-server - ⭐ 48 Talk to your self-hosted Actual Budget from any MCP client: a remote HTTP server for LibreChat/LobeChat or a local stdio process for Claude Desktop, with 71 tools for transactions, budgets, rules, and bank sync. No Docker needed for local use.

3849. shim-mcp - ⭐ 48 WordPress MCP server plugin. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 58 abilities, self-contained, no cloud.

3850. shodan-mcp-server - ⭐ 48 A Model Context Protocol server that provides access to Shodan API functionality

3851. mcp - ⭐ 48 Model Context Protocol server for the book Open and Async — async-first method tools plus the book’s outline, taglines, and summaries. Ships the method, never the manuscript.

3852. mcp-anywhere - ⭐ 48 A unified gateway for Model Context Protocol (MCP) servers that lets you discover, configure, and access MCP tools from any GitHub repository through a single endpoint.

3853. thingspanel-mcp - ⭐ 48 This MCP server integrates ThingsPanel IoT platform with AI models like Claude, GPT, and others that support the Model Context Protocol.

3854. PubChem-MCP-Server - ⭐ 48 A comprehensive Model Context Protocol (MCP) server for accessing the PubChem chemical database. This server provides access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools.

3855. voice-mcp - ⭐ 48 An MCP (Model Context Protocol) server for AI voice synthesis with an inline audio player. Give your AI assistant a custom cloned voice!

3856. scopus-mcp - ⭐ 48 A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants like Claude to search academic papers, retrieve abstracts, and analyze author profiles directly.

3857. AssetGenie - ⭐ 47 A complete, local Model Context Protocol (MCP) server written in pure Dart to automate, audit, and optimize Flutter project assets and localization structure.

3858. gpt2agent - ⭐ 47 Your codex login → a full ChatGPT Plus/Pro account (every model, deep research, image gen, code exec) inside Claude Code, Codex & any MCP client. One-line install.

3859. auto-MCP-client - ⭐ 47 A Go library implementation of the Model Controller Protocol (MCP). This library allows developers to easily parse MCP service configurations, generate corresponding MCP clients, and integrate them as callable tools within LLM agent systems. Focuses on providing reusable Go packages for building MCP-enabled applications.

3860. spec-coding-mcp - ⭐ 47 Transform feature ideas into production-ready code through systematic Spec-Driven Development 通过系统化的规格驱动开发，将功能想法转化为可投入生产的代码

3861. gnome-mcp-server - ⭐ 47 Grant the AI octopus access to a portion of your desktop

3862. dremio-mcp - ⭐ 47 Dremio MCP server

3863. Reversecore_MCP - ⭐ 47 A security-first MCP server empowering AI agents to orchestrate Ghidra, Radare2, and YARA for automated reverse engineering.

3864. MDB-MCP - ⭐ 47 Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.

3865. mcp-zen - ⭐ 47 Enhanced Zen MCP Server with ‘zen’ default tool and improvements

3866. ai-software-architect - ⭐ 47 AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. Now available as Claude Code Plugin for easiest installation.

3867. hop - ⭐ 47 Fast, elegant SSH connection manager with a TUI dashboard and MCP server

3868. VSCode-Perplexity-MCP - ⭐ 47 Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

3869. sverklo - ⭐ 47 Local-first code intelligence — MCP server for Claude Code, Cursor, Windsurf, Zed. Symbol graph, blast-radius, git-pinned memory. 43× fewer tokens than naive grep. MIT, zero-config.

3870. flightradar24-mcp-server - ⭐ 47 Model Context Protocol server for Flight Tracking

3871. Readwise-Reader-MCP - ⭐ 47 A Model Context Protocol (MCP) server for the Readwise Reader API, built with TypeScript and the official Claude SDK.

3872. mcp_demo - ⭐ 47 A simple example of building an MCP client using C#.

3873. mcp-starter-template - ⭐ 47 An opinionated starter template for making Model Context Protocol (MCP) servers

3874. SpecialAgentPlugin - ⭐ 47 SpecialAgent is an Unreal Engine 5 plugin that implements a Model Context Protocol (MCP) server, allowing Large Language Models like Claude to programmatically interact with UE5 projects. With 71+ tool endpoints across 14 service categories, LLMs gain comprehensive control for building complex 3D environments.

3875. web-researcher-mcp - ⭐ 47 The AI research assistant that cites real sources honestly — and searches the web. Your AI research assistant that cites real sources and stays honest. Works with Claude, Cursor, any MCP client.

3876. mcp-made-simple - ⭐ 47 Model Context Protocol (MCP) Made Simple - Code for the tutorial series - focusing on practical ways to understand and use MCP

3877. MCPbundler - ⭐ 47

3878. app-store-connect-mcp - ⭐ 47 Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreKit 2). 890 tools across 13 profiles, generated from Apple’s OpenAPI spec, plus one-call macros for worldwide pricing, submission readiness and metadata diffs, and confirm-before-write safety. Works with Claude, Codex, Cursor and any MCP client.

3879. Claude-Project-Coordinator - ⭐ 47 Claude Project Coordinator is a Swift-powered MCP (Model Context Protocol) server designed to streamline multi-project Xcode development. It lets you track project status, auto-detect frameworks, search code patterns, and maintain a structured development knowledge base — all locally, with Claude Desktop as your assistant.

3880. wechat-mcp - ⭐ 47 Model Context Protocol for WeChat

3881. mcp-caiyun-weather - ⭐ 47 A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.

3882. mcp-zero - ⭐ 47 Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC services, and models with AI assistance.

3883. mcp-google-cse - ⭐ 47 A Model Context Protocol server that provides search capabilities using a Google CSE (custom search engine).

3884. mcp-logic - ⭐ 47 Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows, Linux, Claude App etc

3885. authenticator_mcp - ⭐ 47 A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.

3886. grafana-mcp-analyzer - ⭐ 47 让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analysis

3887. mcp-dblp - ⭐ 47 A Model Context Protocol (MCP) server that provides access to the DBLP computer science bibliography database for Large Language Models.

3888. drafts-mcp-server - ⭐ 47 Model Context Protocol for Drafts

3889. PaperlessMCP - ⭐ 47 A Model Context Protocol (MCP) server for Paperless-ngx document management

3890. claude-mcp-setup - ⭐ 46 Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows

3891. instagram-engagement-mcp - ⭐ 46 📢 Instagram MCP Server – A powerful Model Context Protocol (MCP) server for tracking Instagram engagement, generating leads, and analyzing audience feedback.

3892. mcp-graphql-schema - ⭐ 46 GraphQL Schema Model Context Protocol Server

3893. kuon - ⭐ 46 久远：一个开发中的大模型语音助手，当前关注易用性，简单上手，支持对话选择性记忆和Model Context Protocol (MCP)服务。 KUON:A large language model-based voice assistant under development, currently focused on ease of use and simple onboarding. It supports selective memory in conversations and the Model Context Protocol (MCP) service.

3894. Aspire.MCP.Sample - ⭐ 46 Sample MCP Server and MCP client with Aspire

3895. MCP-Trust-Kit - ⭐ 46 Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

3896. tiger-slack - ⭐ 46 Real-time Slack ingest and MCP server to power your agentic Slack bots

3897. mcpcat-python-sdk - ⭐ 46 MCPcat is an analytics platform for MCP server owners 🐱.

3898. inAI-wiki - ⭐ 46 🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.

3899. lighthouse-mcp-server - ⭐ 46 MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse with 13+ tools for performance, accessibility, SEO, and security analysis.

3900. pentestMCP - ⭐ 46 pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetration testers.

3901. claude-additional-models-mcp - ⭐ 46 Reduce Claude Desktop consumption by 10x - Integrate Google’s Gemini or Z.ai’s GLM-5 (744B params) with Claude via MCP for intelligent task delegation

3902. tomtom-mcp - ⭐ 46 A Model Context Protocol (MCP) server providing TomTom’s location services, search, routing, and traffic data to AI agents.

3903. MCP-Airflow-API - ⭐ 46 ⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).

3904. ckan-mcp-server - ⭐ 46 MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)

3905. agentic-tools - ⭐ 46 Agent Tool and Skills for VR Development on Meta Quest

3906. mcp-pyautogui-server - ⭐ 46 A MCP (Model Context Protocol) server that provides automated GUI testing and control capabilities through PyAutoGUI.

3907. mcp-playground - ⭐ 46 A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

3908. keycloak-mcp-server - ⭐ 46 An MCP server for Keycloak, designed to work with Keycloak for identity and access management, covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Searching keycloak discourse, Native builds available.

3909. mcp-server-fuzzer - ⭐ 46 A generic mcp server fuzzer

3910. keycloak-model-context-protocol - ⭐ 46 MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations.

3911. felix - ⭐ 46 Felix — single-binary AI agent gateway. Multi-provider LLM, persistent memory, MCP client, runs entirely on your hardware

3912. eliza-plugin-mcp - ⭐ 46 ElizaOS plugin allowing agents to connect to MCP servers

3913. solscan-mcp - ⭐ 46 An MCP server for querying Solana transactions using natural language with Solscan API

3914. mcp-gateway - ⭐ 46 Zero trust gateway for MCP servers. Aggregate, filter, and securely access MCP tools from anywhere without VPNs, open ports, or exposed endpoints. Built on OpenZiti, zrok, and Agora with cryptographic identity, mTLS, per-client isolation, and tool-level permission control.

3915. mcp-server - ⭐ 46 Wraps Blockscout APIs and exposes blockchain data by Model Context Protocol

3916. pyrestoolbox-mcp - ⭐ 46 Model Context Protocol (MCP) server for AI-powered reservoir engineering calculations. Integrates pyResToolbox with Claude AI for PVT analysis, well performance, simulation support, and more. 47 production-ready tools using industry-standard correlations.

3917. xmind-generator-mcp - ⭐ 46 An MCP (Model Context Protocol) server for generating Xmind mind maps. This server allows LLMs to create structured mind maps through the MCP protocol.

3918. MCPToolBenchPP - ⭐ 46 MCPToolBench++ MCP Model Context Protocol Tool Use Benchmark on AI Agent and Model Tool Use Ability

3919. tiktok-ads-mcp - ⭐ 46 A pure MCP (Model Context Protocol) server for TikTok Business API integration, designed for AI-first interactions.

3920. dev-to-mcp - ⭐ 46 A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication.

3921. dynamic-fastmcp - ⭐ 46 Dynamic FastMCP extends the Model Context Protocol Python server with context-aware tools that adapt their behavior and descriptions based on user, tenant, and request context.

3922. apipost-mcp - ⭐ 46 ApiPost API management tool based on MCP (Model Context Protocol), supporting complete interface documentation management and team collaboration. Features intelligent search, batch operations, and security management.

3923. Zammad-MCP - ⭐ 46 A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.

3924. mcp-server - ⭐ 45 A generic, modular server for implementing the Model Context Protocol (MCP).

3925. mcp-sync - ⭐ 45 Sync MCP (Model Context Protocol) configurations across AI tools

3926. salesforce-mcp-server - ⭐ 45 Model Context Protocol server for Salesforce REST API integration

3927. dataworkers-claw-community - ⭐ 45 We’re build a swarm of agents for all data tasks. That anyone can use for free, open-source community version.

3928. marinade-finance-mcp-server - ⭐ 45 Marinade Finance MCP Server is an MCP server specifically designed for the Marinade Finance.

3929. mcp-yfinance-server - ⭐ 45 Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard

3930. mcp_server_filesystem - ⭐ 45 MCP File System Server: A secure Model Context Protocol server that provides file operations for AI assistants. Enables Claude and other assistants to safely read, write, and list files in a designated project directory with robust path validation and security controls.

3931. ainovelprompter - ⭐ 45 Create the prompts you need to write your Novel using AI

3932. kanban-mcp - ⭐ 45 MCP Kanban is a specialized middleware designed to facilitate interaction between Large Language Models (LLMs) and Planka, a Kanban board application. It serves as an intermediary layer that provides LLMs with a simplified and enhanced API to interact with Planka’s task management system.

3933. gopls-mcp - ⭐ 45 MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

3934. spring-ai-mcp-client - ⭐ 45 mcp client application that utilizes spring ai. it integrates with mcp protocol-supported servers to enable ai-powered chat interactions.

3935. python-notebook-mcp - ⭐ 45 Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol

3936. aitour26-WRK542-prototype-agents-with-the-ai-toolkit-and-model-context-protocol - ⭐ 45

3937. excalidraw-mcp - ⭐ 45 Model Context Protocol (MCP) server for Excalidraw - Work in Progress

3938. roampal-core - ⭐ 45 Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.

3939. orionbelt-semantic-layer - ⭐ 45 API-first semantic engine and query planner for AI agents that compiles declarative YAML models into optimized, dialect-specific SQL across BigQuery, PostgreSQL, Snowflake, ClickHouse, Dremio, Databricks, DuckDB, and MySQL.

3940. opencode-browser - ⭐ 45 Browser automation plugin for OpenCode AI editor - Control Chrome/Edge with AI, automate web testing, scraping & form filling via MCP integration

3941. jina-mcp-tools - ⭐ 45 A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

3942. DeployBot - ⭐ 45 Agent-managed GitHub merge queue for Codex, Claude Code, Cursor, and MCP clients

3943. ai-memory-mcp - ⭐ 45 Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenClaw, and any MCP client. 97.8% R@5 on LongMemEval. Pure SQLite FTS5, zero cloud dependencies.

3944. webscraping-ai-mcp-server - ⭐ 45 A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.

3945. printify-mcp - ⭐ 45 A Model Context Protocol (MCP) server for integrating AI assistants with Printify’s print-on-demand platform

3946. mcp-slicer - ⭐ 45 A Model Context Protocol server for 3D Slicer integration

3947. formacv-mcp - ⭐ 45 Official Model Context Protocol server for FormaCV — AI-powered CV formatting, anonymization, AI tailoring, and ATS push-back from Claude Desktop, Cursor, and your own AI agents.

3948. mcp-server-ios-simulator - ⭐ 45 Model Context Protocol (MCP) implementation for iOS simulators

3949. MCP35 - ⭐ 45 INFATON MCP Server — 94 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Open source, MIT. infaton.ru · chatmcp.ru

3950. after-effects-mcp - ⭐ 45 Model Context Protocol server for Adobe After Effects, motion graphics, editorial planning, QA, and rendering

3951. mitre-attack-mcp - ⭐ 44 A Model-Context Protocol server for the MITRE ATT&CK knowledge base

3952. stormy-cookbook - ⭐ 44 Open-source cookbook for the Stormy Social Data API and MCP server (Model Context Protocol) — one REST API for the TikTok API, YouTube API, Instagram API, LinkedIn API, X (Twitter) API and Reddit API. Search creators, resolve profiles, read posts and find verified emails from Claude, Cursor, Codex, ChatGPT or curl. One key, no scrapers.

3953. mcp-servers-kagi - ⭐ 44 A Model Context Protocol server implementation for Kagi’s API

3954. algorand-mcp - ⭐ 44 Algorand Local Model Context Protocol (Server & Client)

3955. moondream-mcp - ⭐ 44 Moondream MCP Server in Python

3956. mcp-typescribe - ⭐ 44 An MCP server implementation enabling LLMs to work with new APIs and frameworks

3957. code-screenshot-mcp - ⭐ 44 MCP server for generating beautiful code screenshots directly from Claude

3958. chrome-debug-mcp - ⭐ 44 An MCP server to allow you to debug webpages using LLMs

3959. yandex-tracker-mcp - ⭐ 44 Yandex Tracker MCP Server with OAuth2 support

3960. adal-cli - ⭐ 44 The self-evolving coding agent that learns from your entire team and codebase. Less syncing. Less waiting. Deliver at the speed of thought.

3961. prism-mcp-rs - ⭐ 44 Enterprise-grade Rust implementation of Anthropic’s MCP protocol

3962. generic-mcp-client-chat - ⭐ 44 Generic MCP Client to use any MCP tool in a chat

3963. mcp-tasks - ⭐ 44 A comprehensive and efficient MCP server for task management with multi-format support (Markdown, JSON, YAML)

3964. codebase-context - ⭐ 44 Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search

3965. fcpxml-mcp-server - ⭐ 44 🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

3966. fal-mcp-server - ⭐ 44 MCP server for Fal.ai - Generate images, videos, music and audio with Claude

3967. cli-anything-zotero - ⭐ 44 CLI & MCP server for Zotero 7/8 — let AI manage your library. 52 MCP tools + 70+ CLI commands for search, import, PDF, BibTeX, notes, and more. Works with Claude, Cursor, ChatGPT.

3968. flywheel-memory - ⭐ 44 MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.

3969. Ctxo - ⭐ 44 MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript, Go, and C#.

3970. origin - ⭐ 44 Local-first AI work memory that compounds: capture decisions, lessons, gotchas in flow, distill into source-backed wiki pages, recall across sessions and any MCP client (Claude Code, Codex, etc…). Plain Markdown you own.

3971. repl-mcp - ⭐ 44 Model Context Protocol Clojure support including REPL integration with development tools.

3972. mie - ⭐ 44 Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.

3973. co-pymol - ⭐ 44 PyMOL plugin - drive PyMOL from Claude Code, Cursor, or any MCP client.

3974. computer-use-mcp - ⭐ 44 Open, agent-agnostic MCP server exposing macOS computer use to any MCP client (Claude Code, Cursor, Codex, …). Background-safe, works on every app.

3975. whistle-mcp - ⭐ 44 A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers, simplifying network debugging, API testing, and proxy rule configuration through natural language interaction.

3976. mcp-dashboards - ⭐ 44 Turn your data into interactive dashboards inside any AI client - MCP Apps powered

3977. zebbern-kali-mcp - ⭐ 44 MCP server for Kali Linux penetration testing - 130 tools for AI-assisted security testing - Giving Agents access to full pentesting tools

3978. mcp-api-gateway - ⭐ 44 A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop using only Docker configurations.

3979. Continuum - ⭐ 44 A persistent, multi-agent Model Context Protocol (MCP) server. Continuum gives AI coding agents — Claude Code, OpenCode, Codex, Gemini CLI — a shared, live view of a codebase and a memory that survives across agents and sessions.

3980. mcp-agents-hub - ⭐ 44 The open-source ecosystem for building, discovering, and deploying Model Context Protocol servers and clients.

3981. gate-mcp - ⭐ 44 An MCP (Model Context Protocol) server that exposes Gate.io trading API as tools for AI agents.

3982. mcp-server-leetcode - ⭐ 44 A Model Context Protocol (MCP) server for LeetCode that provides access to problems, user data, and contest information through GraphQL

3983. mysql-mcp-server - ⭐ 44 MySQL Server implementation for Model Context Protocol (MCP) written in Go.

3984. MCPDocSearch - ⭐ 44 This project provides a toolset to crawl websites wikis, tool/library documentions and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor.

3985. mcp-flight-search - ⭐ 44 MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search

3986. mssqlclient-mcp-server - ⭐ 44 A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.

3987. sketchfab-mcp-server - ⭐ 44 This is an MCP (Model Context Protocol) Server for discovering and downloading 3D models

3988. homelab-mcp - ⭐ 44 Model Context Protocol (MCP) servers for managing homelab infrastructure through Claude Desktop. Monitor Docker/Podman containers, Ollama AI models, Pi-hole DNS, Unifi networks, and Ansible inventory. Includes security checks, templates, and automated pre-push validation. Production-ready for homelabs.

3989. huawei-health-mcp - ⭐ 44 MCP Server for Huawei Health Kit — Connect your Huawei Watch health data to AI agents via Model Context Protocol

3990. meshy-ai-mcp-server - ⭐ 43 This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It provides tools for generating 3D models from text and images, applying textures, and remeshing models.

3991. MCPP.Net - ⭐ 43 Model Context Protocol Platform，统一管理你的MCP服务

3992. vue-mcp-next - ⭐ 43 Vue MCP Next bridges AI agents with Vue.js applications, enabling real-time component state inspection and manipulation through the Model Context Protocol. Built for AI-assisted development workflows

3993. LLaMa-MCP-Streamlit - ⭐ 43 AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

3994. openrpc-mcp-server - ⭐ 43 A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.

3995. mcp-rquest - ⭐ 43 A MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. It also supports converting PDF and HTML documents to Markdown for easier processing by LLMs.

3996. cli - ⭐ 43 Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.

3997. agentic-developer-mcp - ⭐ 43 An MCP server that scales development into controllable agentic, recursive flows, and build a feature from bottom-up

3998. mcp-server-arangodb - ⭐ 43 This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline!

3999. nia - ⭐ 43 Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.

4000. lastsaas - ⭐ 43 SaaS boilerplate/starter-kit in Go+React with Stripe integration, multi-tenant support, comprehensive features and AI-agent ready

4001. solana-dev-mcp - ⭐ 43 Solana Model Context Protocol (MCP) Demo

4002. music-composer-webmcp - ⭐ 43 This WebMCP Music Composer project is a functional demonstration of the WebMCP Protocol, illustrating how AI agents can interact with local browser contexts (tools) to achieve complex workflows autonomously.

4003. matrix-mcp-server - ⭐ 43 MCP Server for a Matrix home server integration; chat, manage rooms, etc.

4004. awesome-finance-mcp - ⭐ 43 A curated list of MCP servers for AI finance agents

4005. ue5-mcp-bridge - ⭐ 43 MCP server bridging AI assistants to Unreal Engine 5 editor

4006. ads-mcp - ⭐ 43 MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf.

4007. MetaSearchMCP - ⭐ 43 Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, structured JSON output, provider fallback, deduplication, and SearXNG alternative architecture for agent workflows.

4008. better-code-review-graph - ⭐ 43 Knowledge graph for token-efficient code reviews – fixed search, configurable embeddings, qualified call resolution.

4009. searxng-mcp - ⭐ 43 A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine.

4010. scaled-mcp - ⭐ 43 ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.

4011. File-Organizer-MCP - ⭐ 43 This MCP server will organize your files using connections to MCP using clients like Claude, Cursor and Gemini Cli

4012. pyproc - ⭐ 43 PyProc MCP turns public SPSE/Inaproc procurement data into MCP tools that can be used by LLM clients (Claude Desktop, Continue, Cursor), AI agents, automation workflows, Python scripts, and command-line users.

4013. RedBook-Search-Comment-MCP - ⭐ 43 这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client，帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布智能评论等操作。

4014. localwp-agent-tools - ⭐ 43 A Local add-on that provides an MCP server, skills, and project context for AI-powered WordPress development. Works with Claude Code, Cursor, Windsurf, VS Code Copilot, and any MCP client.

4015. minimal-godot-mcp - ⭐ 43 Lightweight MCP server bridging Godot LSP to MCP clients for GDScript validation

4016. mcp-databricks-server - ⭐ 43 Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and intelligent SQL execution. Agents explore catalogs/schemas/tables, understand relationships, discover notebooks/jobs, and execute queries - greatly reducing ad-hoc query time.

4017. OmnifocusMCP - ⭐ 43 Model Context Protocol (MCP) server for OmniFocus on macOS, with Rust, Python, and TypeScript implementations

4018. listmonk-mcp - ⭐ 43 MCP (Model Context Protocol) server for Listmonk newsletter management

4019. dcc-mcp-blender - ⭐ 43 Blender addon for the DCC Model Context Protocol (MCP) ecosystem — embeds a Streamable HTTP MCP server directly inside Blender

4020. lucide-icons-mcp - ⭐ 43 A Model Context Protocol (MCP) server exposing Lucide icons as resources and tools for LLMs and agentic applications. Built with Bun and the MCP TypeScript SDK.

4021. ddg_search - ⭐ 43 A powerful Model Context Protocol (MCP) server for web search and URL content extraction using DuckDuckGo.

4022. minecraft-mod-mcp - ⭐ 43 Multi-Version, Multi-Modloader Minecraft MCP (Model Context Protocol) Mod for building mods

4023. PDBe-MCP-Servers - ⭐ 43 PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless access to protein structure data through API tools and graph database schema assistance for intelligent Cypher query generation, bridging structural biology and AI research.

4024. mcp - ⭐ 43 A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and Android apps—all through a unified interface.

4025. mcp-browser-agent - ⭐ 43 A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements, execute JavaScript, and perform API requests.

4026. data360-mcp - ⭐ 43 Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to the World Bank’s Data360 Platform. Search, validate, and retrieve development indicators—from GDP and poverty to gender equality and climate—with structured metadata and time-series data, without hallucinating values.

4027. salesforce-mcp-server - ⭐ 42 A comprehensive Model Context Protocol (MCP) server that provides seamless Salesforce integration for AI development tools like Claude Desktop, Cline, and other MCP-compatible clients.

4028. taskMaster-todoist-mcp - ⭐ 42 A lightweight Model Context Protocol (MCP) server that enables natural language interaction with your Todoist tasks directly from your IDE. Built with simplicity and maintainability in mind.

4029. mobile-dev-mcp-server - ⭐ 42 This is a MCP designed to manage and interact with mobile devices and simulators.

4030. zed-mcp-server-sequential-thinking - ⭐ 42 A sequential thinking MCP server extension for Zed

4031. whatsapp-mcp - ⭐ 42 WhatsApp Unofficial MCP Server

4032. linkedapi-mcp - ⭐ 42 MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

4033. TWSEMCPServer - ⭐ 42 台灣證交所OpenAPI 的 MCP Server

4034. mcp_rails_template - ⭐ 42 A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples.

4035. fal-mcp-server - ⭐ 42 MCP server for Fal.ai - Generate images, videos, music and audio with Claude

4036. reactbits-mcp-server - ⭐ 42 MCP server providing access to 135+ animated React components from ReactBits.dev (9.2/10 test score)

4037. mermaid-mcp - ⭐ 42

4038. mcp-server - ⭐ 42 MCP SERVER

4039. meta-ads-mcp - ⭐ 42 MCP server for Meta Marketing API v25.0 — 135 tools for Facebook & Instagram ad campaign management

4040. RiMCP_hybrid - ⭐ 42 Rimworld Coding RAG MCP server

4041. mcp - ⭐ 42 Links to samples, tools, and resources for building and integrating Model Context Protocol (MCP) servers on Azure using multiple languages

4042. agentic-mcp-client - ⭐ 42 A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

4043. Outlook_Calendar_MCP - ⭐ 42 A Model Context Protocol (MCP) server that allows Claude to access and manage your local Microsfot Outlook calendar (Windows only).

4044. WebSearch-MCP - ⭐ 42 [Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.

4045. FalkorDB-MCPServer - ⭐ 42 FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorDB

4046. mcp.zig - ⭐ 42 A Model Context Protocol (MCP) library for the Zig ecosystem.

4047. mcp-gateway - ⭐ 42 Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resources, and prompts for MCP-compatible LLMs. Translates REST APIs into MCP, builds virtual MCP servers with security and observability, and bridges multiple transports (stdio, SSE, streamable HTTP).

4048. mcp_xpp - ⭐ 42 Experimental MCP server for Dynamics 365 F&O X++ development. Provides object creation, modification, and codebase navigation through the Model Context Protocol. Includes VS2022 service integration for D365 object handling.

4049. ArcGIS-Pro-MCP - ⭐ 42 ArcGIS Pro add-in that speaks the Model Context Protocol, so an AI assistant can drive your open project in plain language — 112 tools, every geoprocessing tool, and arbitrary arcpy.

4050. mcp-for-security-python - ⭐ 41 一个为主流渗透测试工具打造的MCP服务器集合。 | A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

4051. dify-mcp-server - ⭐ 41 A Model Context Protocol server for Dify

4052. browser-use-rs - ⭐ 41 A Rust library for browser automation via Chrome DevTools Protocol with built-in AI integration through Model Context Protocol (MCP)

4053. mcp-server-js - ⭐ 41 MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.

4054. dynamic-shell-server - ⭐ 41 Dynamic Shell Command MCP Server

4055. ZMCPTools - ⭐ 41 A custom TypeScript MCP Server intended to be used with Claude Code

4056. locallama-mcp - ⭐ 41 An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.

4057. seekcode - ⭐ 41 A clean and efficient code snippet and clipboard management tool designed for developers

4058. platform-context-exporter - ⭐ 41 Инструмент для выгрузки синтаксис помощника в файлы

4059. mcp-obsidian - ⭐ 41 MCP server for Obsidian (TypeScript + Bun)

4060. unreal-mcp - ⭐ 41 Unreal Engine MCP server for Claude Desktop (early alpha preview)

4061. neurondb - ⭐ 41 PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent runtime and NeuronMCP server.

4062. processhacker-mcp - ⭐ 41 your ai debugger, vibe hacking tool

4063. MCPollinations - ⭐ 41 A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.

4064. opnsense-mcp-server - ⭐ 41 Modular MCP server for OPNsense firewall management - 88 tools providing access to 2000+ methods through AI assistants

4065. Unity-AI-ProBuilder - ⭐ 41 AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to create and manipulate editable meshes through natural language commands. Create primitive shapes, extrude faces, bevel edges, apply materials, merge objects, and perform advanced mesh operations like bridging and subdivision.

4066. whatsapp-mcp - ⭐ 41 WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messages

4067. korean-contracts - ⭐ 41 한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 보호 서버. 2026 최저임금·최신 대법원 판례 반영.

4068. agent-mcp-gateway - ⭐ 41 Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all your MCPs and prevents context window bloat. Loads only 3 tools instead of all your MCP Server’s tool definitions. Agents discover tools on-demand, only when needed. Control which servers and individual tools each agent/subagent can access.

4069. coworker - ⭐ 41 Open-source AI agent with MCP UI, app builder, A2A protocol, skills marketplace, and multi-provider chat. Built with Mastra. Alternative to OpenClaw.

4070. storyblok-mcp-server - ⭐ 41 A modular, extensible MCP Server for managing Storyblok spaces, stories, components, assets, workflows, and more via the Model Context Protocol (MCP).

4071. narwhal - ⭐ 41 Multi-driver TUI database client with a built-in MCP server. Six databases (postgres, mysql, sqlite, duckdb, clickhouse, mssql), vim editing, Lua + WASM plugins, schema diff, audit log.

4072. MCP-OpenStack-Ops - ⭐ 41 90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub & Smithery.

4073. mcp-wasm - ⭐ 41 A proof-of-concept implementation of a Model Context Protocol (MCP) server that runs in WebAssembly (WASM) within a web browser. This project demonstrates the integration of MCP tools and resources in a browser environment.

4074. mcp - ⭐ 41 It shows how to use model-context-protocol.

4075. genesis-agent - ⭐ 41 Self-aware cognitive AI agent with a persistent soul: reads, modifies & verifies its own code, plans autonomously, dreams in idle time, remembers across sessions (episodic memory + Obsidian vault bridge). Emotional state, trust levels, MCP server & client. Runs on Claude, GPT or local Ollama models. Electron desktop app (Windows/macOS/Linux).

4076. Volatility-MCP-Server - ⭐ 41 A Model Context Protocol (MCP) server that integrates Volatility 3 memory forensics framework with Claude

4077. omop_mcp - ⭐ 41 Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models

4078. mcp-shell - ⭐ 41 Execute a secure shell in Claude Desktop using the Model Context Protocol.

4079. aistudio-mcp-server - ⭐ 41 Google AI Studio MCP Server - Powerful Gemini API integration for Model Context Protocol with multi-modal file processing, PDF-to-Markdown conversion, image analysis, and audio transcription capabilities. Supports all Gemini 2.5 models with comprehensive file format support.

4080. PCSX2-MCP - ⭐ 41 AI-powered PCSX2 debugger bridge via Model Context Protocol (MCP). Set breakpoints, read registers, disassemble MIPS, inspect memory all from your AI coding assistant. Pre-built, plug-and-play.

4081. How-To-Create-MCP-Server - ⭐ 40 This guide will help you set up a basic MCP (Model Context Protocol) server in .NET, configure it in VS Code, and interact with it using Copilot Chat.

4082. MCP-Server-Aster-DEX - ⭐ 40 MCP server for Aster DEX — a Model Context Protocol server that gives Claude, Cursor and Cline structured access to Aster DEX market data, volume, points and airdrop eligibility via natural language. Read-only tools — no trading, no keys. Unofficial community project, not affiliated with Aster.

4083. qu3-app - ⭐ 40 Quantum-proof MCP Server and Client Interactions

4084. gatekit - ⭐ 40 A hackable Model Context Protocol (MCP) gateway

4085. mcp-center - ⭐ 40 A centralized platform for managing and connecting MCP servers. MCP Center provides a high-performance proxy service that enables seamless communication between MCP clients and multiple MCP servers.

4086. polymarket-mcp - ⭐ 40 a mcp server for polymarket

4087. just-mcp - ⭐ 40 Share the same project justfile tasks with your AI Coding Agent.

4088. scraps - ⭐ 40 Scraps is a portable CLI knowledge hub for managing interconnected Markdown documentation with Wiki-link notation.

4089. mcp-panther - ⭐ 40 Write detections, investigate alerts, and query logs from your favorite AI agents

4090. forgejo-mcp - ⭐ 40 A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants

4091. pdf-rag-mcp-server - ⭐ 40 PDF RAG server for cursor.

4092. bonnard-cli - ⭐ 40 Agent-native analytics. MCP server, dashboards, SDK, and semantic layer CLI.

4093. apple-books-mcp - ⭐ 40 Apple Books MCP Server

4094. reaper-mcp - ⭐ 40 A comprehensive Model Context Protocol (MCP) server that enables AI agents to create fully mixed and mastered tracks in REAPER with both MIDI and audio capabilities.

4095. mmcp - ⭐ 40 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply them to supported agents.

4096. golemcore-bot - ⭐ 40 Agent Platform for AI-Native Companies

4097. dexpaprika-mcp - ⭐ 40 DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.

4098. claude-homelab - ⭐ 40 Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media automation, infrastructure monitoring, document management, and more

4099. agentmako - ⭐ 40 Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

4100. dap_mcp - ⭐ 40 Model Context Protocol (MCP) server that interacts with a Debugger

4101. McpDotNet.Extensions.SemanticKernel - ⭐ 40 Microsoft SemanticKernel integration for the Model Context Protocol (MCP). Enables seamless use of MCP tools as AI functions.

4102. autoteam - ⭐ 40 Orchestrate AI agents with YAML-driven workflows via universal Model Context Protocol (MCP)

4103. middy-mcp - ⭐ 40 Middy middleware for Model Context Protocol server hosting on AWS Lambda

4104. awesome-devops-mcp - ⭐ 40 List of Awesome MCP Servers and Clients for building Agentic Devops

4105. sunnysideFigma-Context-MCP - ⭐ 40 A comprehensive Model Context Protocol (MCP) server that bridges Figma designs with AI development workflows. It provides 30 specialized tools for extracting pixel-perfect code, assets, and component structures directly from Figma designs.

4106. levante - ⭐ 40 Levante - Personal, Secure, Free, Local AI, MCP Client

4107. vulnerablemcp - ⭐ 40 A comprehensive database of Model Context Protocol vulnerabilities, security research, and exploits

4108. FastDomainCheck-MCP-Server - ⭐ 40 A Model Context Protocol for checking domain name registration status in bulk.

4109. openevidence-mcp - ⭐ 40 First open-source OpenEvidence MCP server: browser-session medical research tools for Codex, Claude Code, and MCP clients

4110. llmqore - ⭐ 40 Qt C++ library for working with AI/LLM Providers and MCP

4111. ankaloop - ⭐ 40 Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tools, subagents, skills, memory, MCP/ACP, hooks, and automation.

4112. mcp-server-zotero-dev - ⭐ 40 Give your AI assistant superpowers for Zotero plugin development. 28 tools for screenshots, DOM inspection, JavaScript execution, build integration, and debugging via Model Context Protocol.

4113. matlab-mcp - ⭐ 40 Model Context Protocol server to let LLMs write and execute matlab scripts

4114. siyuan-mcp-server - ⭐ 40 为 Claude Desktop 提供思源笔记集成的 Model Context Protocol 服务器

4115. MCPSecBench - ⭐ 40 MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols

4116. vision-one-mcp-server - ⭐ 40 The Trend Vision One Model Context Protocol (MCP) Server enables natural language interaction between your favourite AI tooling and the Trend Vision One web APIs. This allows users to harness the power of Large Language Models (LLM) to interpret and respond to security events.

4117. silverbullet-mcp - ⭐ 40 A Model Context Protocol (MCP) server to interact with your SilverBullet notes and data.

4118. Binance-MCP - ⭐ 40 A Model Context Protocol (MCP) server for Binance.com API. Offers standardized access to spot trading, wallets, staking, simple earn, convert, mining, algo trading, VIP loans, NFTs, pay, copy trading, dual investments, C2C/P2P, fiat ops, and rebates. Built in TypeScript/Node.js. Manages auth, requests, and errors for AI agents/devs.

4119. codex-agent-mem - ⭐ 40 Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read-only mode, no external memory server.

4120. Adobe-Premiere-Pro-MCP - ⭐ 40 Control Adobe Premiere Pro from Claude/Codex with 170+ editing tools via Model Context Protocol

4121. Pixelorama-MCP - ⭐ 39 An open-source Model Context Protocol (MCP) server that connects AI models to Pixelorama, enabling automated pixel art generation, layer management, and asset creation from plain text prompts.

4122. mcpmc - ⭐ 39 Model Context Protocol Minecraft Server

4123. fastmcp_rust - ⭐ 39 Cancel-aware Rust framework for building Model Context Protocol (MCP) servers and clients: tool, resource, and prompt abstractions over stdio, HTTP, and SSE transports, with asupersync capability contexts for cooperative cancellation.

4124. mcp-governance-sdk - ⭐ 39 Enterprise Governance Layer (Identity, RBAC, Credentials, Auditing, Logging, Tracing) for the Model Context Protocol SDK

4125. mcp-crypto-price - ⭐ 39 A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap’s API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data.

4126. mcp-desktop - ⭐ 39 http4k MCP Desktop Client

4127. ContextPods - ⭐ 39 Model Context Protocol management suite/factory. An MCP that can generate and manage other local MCPs in multiple languages. Uses the official SDKs for code gen.

4128. browser-use-mcp-client - ⭐ 39 A MCP client for browser-use

4129. anki-mcp - ⭐ 39 MCP server for anki

4130. mcp_code_analyzer - ⭐ 39 A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions.

4131. mcp-client-server-host-demo - ⭐ 39 A quick pokemon demo to showcase MCP server, client, and host

4132. mssql-mcp - ⭐ 39 mssql mcp server

4133. vscode-agent-todos - ⭐ 39 Gives VS Code agent mode planning superpowers with dynamic todo lists

4134. pbixray-mcp-server - ⭐ 39 MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package.

4135. search-scrape - ⭐ 39 Self-hosted Stealth Scraping & Federated Search for AI Agents. A 100% private, free alternative to Firecrawl, Jina Reader, and Tavily. Featuring Universal Anti-bot Bypass + Semantic Research Memory, Copy-Paste setup

4136. steampipe-mcp - ⭐ 39 Enable AI assistants to explore and query your Steampipe data!

4137. storybook-mcp - ⭐ 39 A MCP server for Storybook.

4138. best-of-mcp-servers - ⭐ 39 🏆 A ranked list of MCP servers. Updated weekly.

4139. arifosmcp - ⭐ 39 ArifOS — AAA MCP-governed constitutional kernel for AI agents.

4140. help-scout-mcp-server - ⭐ 39 MCP server for Help Scout - search conversations, threads, and inboxes with AI agents

4141. agience-core - ⭐ 39 The operating system that AI workflows trust. Structure messy inputs. Establish identity. Track provenance. Build the durable data layer your AI workflows need to be trusted, reusable, and auditable.

4142. mcp-graph-workflow - ⭐ 39 MCP local-first CLI tool that converts PRD text files into persistent execution graphs (SQLite) for structured agentic workflows

4143. agent-inbox - ⭐ 39 Give any AI agent a disposable email inbox in one tool call. MCP server for email verification, auth flows, and testing.

4144. Agentic-MCP-Skill - ⭐ 39 Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates AgentSkills.io pattern for efficient token usage. Use MCP without pre-install & wasting full-loading

4145. semrush-mcp - ⭐ 39 A Model Context Protocol (MCP) server implementation that provides tools for accessing Semrush API data.

4146. mcp-file-context-server - ⭐ 39 A Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.

4147. optimike-obsidian-mcp - ⭐ 39 Governed MCP server for Obsidian with search, controlled editing, tasks, live bridges, headless and multi-client HTTP runtimes, plus bounded external-document handoffs.

4148. computer-use-mcp - ⭐ 39 High Performance MCP server + client for Windows and macOS computer control built in Rust. Screenshot, mouse, keyboard, clipboard, and app management — all in-process via Rust NAPI.

4149. mcp - ⭐ 39 Model Context Protocol (MCP) server for AI-powered Fastly CDN management.

4150. chabeau - ⭐ 39 OpenAI-API compatible terminal chatbot and MCP client in Rust

4151. mcp-client-auth - ⭐ 39 A TypeScript library providing OAuth2 authentication utilities for Model Context Protocol (MCP) clients. This library simplifies the process of adding OAuth authentication to MCP client implementations.

4152. univer-mcp - ⭐ 39 AI-powered spreadsheet automation through Model Context Protocol (MCP) server for Univer

4153. azure-functions-mcp-extension - ⭐ 39 Model Context Protocol extension for Azure Functions.

4154. jamf-mcp-server - ⭐ 39 Model Context Protocol server enabling AI assistants (Claude, ChatGPT) to manage Jamf Pro through natural language. Search devices, deploy policies, execute scripts, manage profiles, and generate compliance reports using conversational queries.

4155. agentic-obs - ⭐ 39 agentic-obs: A Model Context Protocol (MCP) server that provides AI assistants with programmatic control over OBS Studio via the OBS WebSocket API. This server enables AI agents to manage scenes, sources, recording, streaming, and other OBS functionality through standardized MCP tools.

4156. openbim-mcp - ⭐ 39 Model Context Protocol (MCP) server for openBIM

4157. jlink_mcp - ⭐ 39 A powerful Model Context Protocol (MCP) server for J-Link debuggers that provides comprehensive debugging capabilities including memory operations, flash programming, and real-time data transfer through AI assistant integration.

4158. mcp-mistral-ocr - ⭐ 38 Model Context Protocol (MCP) Server for Mistral OCR API

4159. MCP-Server-Lighter - ⭐ 38 MCP server for Lighter — a Model Context Protocol server that lets Claude, Cursor and Cline query Lighter (lighter.xyz) volume, points, rank and airdrop eligibility in natural language. Read-only — public endpoints only, no keys. Unofficial community project, not affiliated with Lighter.

4160. mcp-toolkit - ⭐ 38 a lib to build MCP clients and MCP servers in Clojure(script)

4161. dotcom.chat - ⭐ 38 A simple NextJS MCP client with sensible keybindings

4162. Mcp.Net - ⭐ 38 A fully featured C# implementation of Anthropic’s Model Context Protocol (MCP)

4163. apisix-mcp - ⭐ 38 APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.

4164. HAL - ⭐ 38 HAL (HTTP API Layer) is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models.

4165. DeepCo - ⭐ 38 A Chat Client for LLMs, written in Compose Multiplatform.

4166. mcp_ctl - ⭐ 38 A package manager to manage all your mcp servers across platforms

4167. prompt-decorators - ⭐ 38 A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration.

4168. vancouver - ⭐ 38 Simple MCP server library for Elixir.

4169. cdk_pywrapper - ⭐ 38 A Python wrapper for the Chemistry Development Kit (CDK)

4170. mocxykit - ⭐ 38 This is an Frontend development service middleware that can be used with webpack and vite. Its main function is to visualize the configuration, manage http(s)-proxy, and mock data.

4171. comfy-mcp-server - ⭐ 38 A server using FastMCP framework to generate images based on prompts via a remote Comfy server.

4172. kitwork - ⭐ 38 Automate kit workflows effortlessly with a lightweight, high-performance, fast, and flexible engine for cloud or self-hosted environments.

4173. nostr-mcp - ⭐ 38 A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.

4174. octomind - ⭐ 38 Highly configurable autonomous efficient-first agentic AI framework for CLI

4175. context-awesome - ⭐ 38 awesome-lists now available as MCP server for you agent.

4176. Web-Algebra - ⭐ 38 Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools

4177. MCP-Microsoft-Office - ⭐ 38 an local MCP server you can run on your env, connecting you to Microsoft Graph, and the complete M365 eco system.

4178. mcp-appstore - ⭐ 38 This is an MCP server that provides tools to LLMs for searching and analyzing apps from both Google Play Store and Apple App Store – perfect for ASO.

4179. nestjs-starter - ⭐ 38 Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SES, Bull/Redis queues, Docker/K8s support, and MCP integration for AI capabilities

4180. shadcn-svelte-mcp - ⭐ 38 Mastra MCP server and tooling for the shadcn-svelte component docs and developer utilities.

4181. FastAPI-BitNet - ⭐ 38 Running Microsoft’s BitNet inference framework via FastAPI, Uvicorn and Docker.

4182. puppeteer-mcp-claude - ⭐ 38 A Model Context Protocol (MCP) server that provides Claude Code with comprehensive browser automation capabilities through Puppeteer

4183. OpenInsider-MCP - ⭐ 38 MCP server that exposes openinsider.com to any MCP compatible client.

4184. protonmail-mcp - ⭐ 38 This MCP server provides email sending functionality using Protonmail’s SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials.

4185. crawl-mcp - ⭐ 38 完整的微信文章抓取MCP服务器 - 基于Model Context Protocol (MCP)的智能网页抓取工具，专为Cursor IDE和AI工具设计。

4186. awesome-hermes-usecases - ⭐ 38 Curated real-world use cases for Hermes Agent — the self-improving AI agent from Nous Research. Backed by primary sources.

4187. openecon-data - ⭐ 38 Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.

4188. x64dbg_mcp - ⭐ 38 MCP server for x64dbg — 152 AI-powered debugging tools. Works with Claude, Cursor, Windsurf, Cline. Reverse engineering with AI.

4189. ziya - ⭐ 38 Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, architecture, and operational analytics without losing context.

4190. code-mcp - ⭐ 38 Code-MCP: Connect Claude AI to your development environment through the Model Context Protocol (MCP), enabling terminal commands and file operations through the AI interface.

4191. llm-tools-mcp - ⭐ 38 Connect to MCP servers right from your shell. Plugin for simonw/llm.

4192. okta-mcp-server - ⭐ 38 The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the MCP specification to help work with Okta enitities

4193. ALCOMD3 - ⭐ 38 ALCOMD3 是一款支持 MCP 的 VRChat 包管理器客户端，采用 Material Design 3 设计风格。

4194. energyplus-idf-mcp-server - ⭐ 38 Python Model Context Protocol server for EnergyPlus building energy simulation. Inspect, change, validate, visualize, and simulate building models through structured tools, with stdio and streamable HTTP connections for clients.

4195. google-search-console-mcp - ⭐ 38 Google Search Console MCP Server for Claude, Cursor, Windsurf and other MCP Clients

4196. d365fo-client - ⭐ 38 A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

4197. atxp - ⭐ 38 Give your AI agent a wallet, email, phone number, and instant access to paid MCP tools — web search, image/video/music gen, X search, SMS, voice calls, code execution, and more. Works with Gemini CLI, Claude, and any MCP client.

4198. Unreal-MCP - ⭐ 38 AI bridge for Unreal Engine 5. Control the editor from Claude Code, Cursor, Windsurf, and any MCP client. Community edition of CodeFizz Editor Agent, which has 900+ commands across 28 categories on UE 5.6, 5.7 and 5.8.

4199. youtube-marketing-skills - ⭐ 38 Open-source agent-agnostic YouTube growth toolkit — 21 AI commands + live channel MCP. Works with Claude Code, Cursor, Codex, Windsurf, Gemini CLI & any MCP client. SEO, scripts, Shorts, thumbnails, analytics, WordPress publishing. Free VidIQ/TubeBuddy alternative.

4200. mendeley-mcp - ⭐ 38 MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients

4201. local-skills-mcp - ⭐ 38 Universal MCP server enabling any LLM or AI agent to utilize expert skills from your local filesystem. Reduces context consumption through lazy loading. Works with Claude, Cline, and any MCP-compatible client.

4202. LSP4J-MCP - ⭐ 38 A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Language Server) using LSP4J to provide Java IDE features to AI assistants like Claude.

4203. example-mcp-server - ⭐ 38 A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup.

4204. Trello-Desktop-MCP - ⭐ 38 Trello integration for Claude Desktop via Model Context Protocol (MCP) - 19 tools for comprehensive board, card, and list management

4205. altinity-mcp - ⭐ 38 Model Context Protocol server to use ClickHouse® databases in your AI agents

4206. brlaw_mcp_server - ⭐ 38 A MCP (Model Context Protocol) server for agent-driven research on Brazilian law using official sources

4207. macOS-Notification-MCP - ⭐ 38 macOS Notification MCP enables AI assistants to trigger native macOS sounds, visual notifications, and text-to-speech. Built for Claude and other AI models using the Model Context Protocol.

4208. nostr-mcp-server - ⭐ 38 A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents

4209. turbomcpstudio - ⭐ 38 A native desktop application for developing, testing, and debugging Model Context Protocol servers.

4210. earthdata-mcp - ⭐ 38 An MCP (Model Context Protocol) server providing LLM agents with direct access to NASA’s Common Metadata Repository (CMR).

4211. mdk-mcp-server - ⭐ 38 Model Context Protocol (MCP) server for AI-assisted development (“vibe coding”) of MDK applications.

4212. statamic-mcp - ⭐ 38 MCP (Model Context Protocol) server for Statamic CMS v6 — gives AI assistants structured access to content, blueprints, assets, and more.

4213. framer-plugin-mcp - ⭐ 37 A Model Context Protocol (MCP) server for creating and managing Framer plugins with web3 capabilities

4214. awesome-seo-mcp - ⭐ 37 A project focused on Model Context Protocol (MCP) and its applications in Search Engine Optimization (SEO).

4215. AgentDNS-Node - ⭐ 37 AgentDNS·Node makes it easy to manage and scale multiple MCP (Model Context Protocol) servers by organizing them into flexible Streamable HTTP (SSE) endpoints—supporting access to all servers, individual servers, or logical server groups.

4216. trivy-mcp - ⭐ 37 Trivy plugin for starting an MCP server

4217. mcp-summarization-functions - ⭐ 37 Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents

4218. mcp-server-webcrawl - ⭐ 37 MCP server tailored to connecting web crawler data and archives

4219. gemini-superclaude-mcp-server - ⭐ 37 A complete rewrite of the original SuperClaude MCP server with intelligent command routing, dynamic persona switching, and real MCP server orchestration for Gemini CLI.Th

4220. mcp-client-example - ⭐ 37 Learn how to implement MCP client with SwiftUI and Anthropic API

4221. offeryn - ⭐ 37 Build tools for LLMs in Rust using Model Context Protocol

4222. youtrack-mcp - ⭐ 37 An MCP (Model Context Protocol) server that provides YouTrack REST API access to AI agents

4223. GDB-MCP - ⭐ 37 An MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.

4224. agentic-commerce-protocol-demo - ⭐ 37 Reference implementation of OpenAI’s Agentic Commerce Protocol (ACP)

4225. google-workspace-mcp - ⭐ 37 MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts

4226. tasker-mcp - ⭐ 37 An MCP server for Android’s Tasker automation app.

4227. godot-mcp - ⭐ 37 GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak

4228. coin_api_mcp - ⭐ 37 A Model Context Protocol server that provides access to CoinMarketCap’s cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings, quotes, and detailed information about various coins.

4229. flutter-mcp-ai-chat - ⭐ 37 Demonstrate how to implement MCP Client in Flutter application with AI.

4230. mcp-security-inspector - ⭐ 37 一个用于检测Model Context Protocol (MCP)安全性的Chrome扩展工具。

4231. mcp-debug - ⭐ 37 Command-line tool for debugging MCP servers

4232. mcp-starter - ⭐ 37 A super simple Starter to build your own MCP Server

4233. review-flow - ⭐ 37 Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub PRs

4234. AskUserQuestionPlus - ⭐ 37 A MCP server (Streamable HTTP) for asking user questions via a web interface, inspired by the Claude Code AskUserQuestion Tool.

4235. OmniClip-RAG - ⭐ 37 Local-first RAG desktop app & official MCP Server. Let any AI instantly search your private Markdown, PDF, and 1290+ document formats. (本地优先的 RAG 桌面端与官方 MCP 服务器。让任意 AI 瞬间检索你的私有 Markdown、PDF 及 1290+ 种文档格式。)

4236. codex-claude-bridge - ⭐ 37 Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude Code Channels. Two AI agents, one conversation, real-time web UI.

4237. openrouter-mcp-multimodal - ⭐ 37 MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

4238. odoo-mcp-pro - ⭐ 37 AI connector for Odoo ERP | Connect Claude, ChatGPT, Cursor and other AI tools to Odoo via MCP

4239. MCP-Packet-Tracer - ⭐ 37 AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and deploy full network topologies (OSPF, DHCP, EIGRP, RIP) from natural language prompts.

4240. apra-fleet - ⭐ 37 AI agents that write code, review each other’s work, and coordinate across your machines

4241. esa-mcp-server - ⭐ 37 esa の Model Context Protocol サーバー実装

4242. baseline-mcp-server - ⭐ 37 特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー

4243. mcp-scala - ⭐ 37 Model Context Protocol server written in Scala

4244. YFinance-Trader-MCP-ClaudeDesktop - ⭐ 37 An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop.

4245. aio-mcp - ⭐ 37 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Folk from https://github.com/nguyenvanduocit/all-in-one-model-context-protocol

4246. wezterm-mcp - ⭐ 37 About A Model Context Protocol server that executes commands in the current WezTerm session

4247. mcp-rag-server - ⭐ 37 mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently.

4248. brightspace-mcp-server - ⭐ 37 MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, rosters, syllabus & course content via Claude, ChatGPT, Cursor, Windsurf, or any MCP client. Works with any school. npm: npx brightspace-mcp-server@latest

4249. ssh-mcp-server - ⭐ 37 A secure, production-ready Model Context Protocol (MCP) server that empowers AI assistants to manage remote infrastructure via SSH.

4250. aster-mcp - ⭐ 37 Control your Android device with AI via MCP (Model Context Protocol)

4251. chip - ⭐ 37 Collibra Model Context Protocol (MCP) Server

4252. fortigate-mcp-server - ⭐ 37 A comprehensive Model Context Protocol (MCP) server for managing FortiGate devices.

4253. metabase-mcp-server - ⭐ 36 A Model Context Protocol server that integrates AI assistants with Metabase analytics platform

4254. mcp-go - ⭐ 36 Build Model Context Protocol (MCP) servers in Go

4255. GenomeMCP - ⭐ 36 An AI-driven genomic intelligence system delivering structured ClinVar interpretation and high-precision exon, intron, and gene queries using the Model Context Protocol (MCP).

4256. MCPNotes - ⭐ 36 A simple note-taking MCP server for recording and managing notes with AI models.

4257. OmniMind - ⭐ 36 OmniMind: An open-source Python library for effortless MCP (Model Context Protocol) integration, AI Agents, AI workflows, and AI Automations. Plug & Play AI Tools for MCP Servers and Clients, powered by Google Gemini.

4258. mcp-server-antv - ⭐ 36 🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documentation context and examples for visualization developers.

4259. mcp-crew-ai - ⭐ 36 MCP Crew AI Server is a lightweight Python-based server designed to run, manage and create CrewAI workflows.

4260. Handler - ⭐ 36 A2A Protocol client and developer toolkit.

4261. ai-workshop - ⭐ 36 Building GenAI Apps in C#: AI Templates, GitHub Models, Azure OpenAI & More

4262. mcp-sandbox - ⭐ 36 Python sandboxes for llms

4263. awesome-mcp-personas - ⭐ 36 A curated collection of persona-based mcp server & tool groupings.

4264. mcp-server - ⭐ 36 Vapi MCP Server

4265. workflowy - ⭐ 36 Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup support, and AI integration (Claude, LLMs)

4266. apple-mail-mcp - ⭐ 36 MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language

4267. copilot-security-instructions - ⭐ 36 ✨ A customizable copilot-instructions.md ruleset & prompts to guide GitHub Copilot toward secure coding defaults in Java, Node.js, C# and Python. Blocks risky patterns, teaches safe habits.

4268. ronykit - ⭐ 36 API Framework supporting REST and RPC.

4269. MCPSwiftWrapper - ⭐ 36 A light wrapper around mcp-swift-sdk for easy usage of MCP clients in Swift

4270. mcp-server-text-editor - ⭐ 36 An open source implementation of the Claude built-in text editor tool

4271. mcp-anything - ⭐ 36 One command to turn any codebase into an MCP server

4272. universal-crypto-mcp - ⭐ 36 Universal MCP server for AI agents to interact with any* blockchain via natural language and plugins. Supports swaps, bridges, gas, staking, lending, and more across Ethereum, Arbitrum, Base, Polygon, BSC, and testnets.

4273. ChatSpatial - ⭐ 36 MCP server for spatial transcriptomics analysis through natural language interfaces.

4274. ue5-mcp - ⭐ 36 Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — describe what you want in plain English.

4275. mcp-superset - ⭐ 36 MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

4276. metals-standalone-client - ⭐ 36 Minimal Metals stand alone client that allows running the metals mcp server

4277. PRD-MCP-Server - ⭐ 36 Flagship Model Context Protocol server for generating Product Requirement Documents (PRDs) from codebase context.

4278. chat-nextjs-mcp-client - ⭐ 36 ⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hosted MCP servers. 📡

4279. deep-research - ⭐ 36 The Deep Research Assistant is meticulously crafted on Mastra’s modular, scalable architecture, designed for intelligent orchestration and seamless human-AI interaction. It’s built to tackle complex research challenges autonomously.

4280. mcp-fence - ⭐ 36 Local-first security scanner, MCP protocol inspector, dynamic fuzzer, Docker sandbox, and report generator for Model Context Protocol servers.

4281. mcp-gemini-server - ⭐ 36 This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google’s Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini’s features as a backend workhorse.

4282. lets-learn-mcp-java - ⭐ 36 Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quarkus

4283. AlphaFold-MCP-Server - ⭐ 36 A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction analysis.

4284. PuPu - ⭐ 36 PuPu is a lightweight, cross-platform desktop AI client that works with both local and cloud-hosted models. Whether you prefer running models on your own machine or connecting to providers like OpenAI and Anthropic, PuPu gives you a unified, elegant interface — your AI, your rules.

4285. engram-memory - ⭐ 36 The highest-scoring AI memory system ever benchmarked that isn’t reliant on LLM reranking. And it’s free & burns less tokens.

4286. mcp-youtube-transcript - ⭐ 36 TypeScript MCP server for retrieving YouTube transcripts in Claude Desktop, Cursor, Cline, Codex, and other MCP clients

4287. mcpmcp-server - ⭐ 36 Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.

4288. twincat-validator-mcp - ⭐ 36 An MCP server that validates, auto-fixes, and scaffolds TwinCAT 3 XML files. Connect it to any LLM client to give your AI assistant reliable, deterministic TwinCAT code quality tooling — structural checks, 21 IEC 61131-3 OOP checks, auto-fix pipelines, and canonical skeleton generation.

4289. douyin-mcp-server - ⭐ 36 🎥 Douyin (TikTok China) MCP Server - Automated video upload service via Model Context Protocol for AI integration

4290. orcaslicer-mcp - ⭐ 36 OrcaSlicer MCP — drive OrcaSlicer from Claude or any MCP client: load models, tune settings, slice, analyze

4291. notion-cli - ⭐ 36 CLI for Notion using the Model Context Protocol (MCP)

4292. mcpmate - ⭐ 35 MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.

4293. kaggle-mcp - ⭐ 35 Kaggle-MCP: Connect Claude AI to the Kaggle API through the Model Context Protocol (MCP), enabling competition, dataset, and kernel operations through the AI interface.

4294. mcp-server-opendal - ⭐ 35 Model Context Protocol Server for Apache OpenDAL™

4295. okx-agent-trade-kit - ⭐ 35 OKX trading MCP CLI cryptocurrency spot futures swap AI agent Model Context Protocol Cursor Claude npm automated trading crypto API toolkit TypeScript open-source DeFi CEX

4296. n8n-mcp - ⭐ 35 n8n MCP Server - Documentation and tools for n8n nodes via Model Context Protocol with SSE support

4297. openai-mcp - ⭐ 35 OpenAI Code Assistant Model Context Protocol (MCP) Server

4298. mcp-langchain-ts-client - ⭐ 35 LangChain.js client for Model Context Protocol.

4299. mcp-tung-shing - ⭐ 35 中国传统黄历 MCP 服务 | Chinese Traditional Almanac MCP Service

4300. mcp - ⭐ 35 A simple implementation of an MCP server for the ScreenshotOne API

4301. atlas-docs-mcp - ⭐ 35 Provide LLMs hosted, clean markdown documentation of libraries and frameworks

4302. daisyui-mcp - ⭐ 35 🌼 A token-friendly local MCP server for DaisyUI component documentation using their public llms.txt.

4303. awesome-mcp-servers - ⭐ 35 A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works

4304. Blender-MCP-Server - ⭐ 35 MCP server addon for Blender - Control Blender via AI agents through 51 powerful tools. Made to be used with PolyMCP for intelligent tool orchestration. Features thread-safe execution, auto-dependency installation, and complete 3D workflow automation.

4305. mcp-registry - ⭐ 35 A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers.

4306. godoc-mcp-server - ⭐ 35 A mcp server provide infomation from pkg.go.dev. For all golang programmers

4307. context-harness - ⭐ 35 Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.

4308. korean-dart-mcp - ⭐ 35 OpenDART 전자공시MCP | 83개 API → 15 MCP 도구. 공시·재무·지분·XBRL + 버핏급 애널리스트 프레임(내부자 시그널·회계 리스크·퀄리티 체크리스트) + HWP/PDF 첨부 마크다운화 | 83 Korean DART disclosure APIs → 15 MCP tools with Buffett-grade analyst frames

4309. google-researcher-mcp - ⭐ 35 This is a Model Context Protocol (MCP) server that enables AI assistants like Claude, GPT, and other LLMs to: Search the web via Google (general, images, news) Read any webpage including JavaScript-rendered sites Extract YouTube transcripts automatically Parse documents (PDF, DOCX, PPTX)

4310. mcp-prompt-server-go - ⭐ 35 一个提供优秀prompt的Model Context Protocol (MCP)的服务器，用于根据用户任务需求提供预设的prompt模板，帮助Cline/Cursor/Windsurf…更高效地执行各种任务。服务器将预设的prompt作为工具(tools)返回，以便在Cursor和Windsurf等编辑器中更好地和使用。提供tool和prompt两种形式

4311. McpToolkit - ⭐ 35 Lightweight, fast, NativeAOT compatible MCP (Model Context Protocol) framework for .NET

4312. phonepi-mcp - ⭐ 35 PhonePi MCP enables seamless integration between desktop AI tools and your smartphone, providing 23+ direct actions including SMS messaging, phone calls, contact management, snippet creation and search, clipboard sharing, notifications, battery status checks, and remote device controls.

4313. mesh-mcp - ⭐ 35 A simple Model Context Protocol (MCP) server for Mesh.

4314. rss-mcp - ⭐ 35 This is a Model Context Protocol (MCP) server built with TypeScript. It provides a versatile tool to fetch and parse any standard RSS/Atom feed, and also includes special support for RSSHub feeds.

4315. adk-python-mcp-client - ⭐ 35 Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.

4316. local-mcp-releases - ⭐ 35 Give Claude, ChatGPT, Cursor or any MCP client access to Apple Mail, Calendar, Contacts, Messages, Teams, Slack and 20+ Mac apps — a local macOS MCP server. Runs entirely on your Mac: no API keys, no OAuth, no cloud.

4317. tutabridge - ⭐ 35 Local IMAP/SMTP bridge for Tuta encrypted email. Use Thunderbird, Apple Mail or any mail client. Rust + Tauri, with backup, search and a read-only MCP server.

4318. pupila - ⭐ 35 Local-first daily job aggregator. AI review per job via your own LLM CLI, swipe-to-apply triage, and an MCP server for AI clients.

4319. mcp-server - ⭐ 35 The Decodo MCP server which enables MCP clients to interface with services.

4320. MCP-DB-Client - ⭐ 35 MCP layer for 1C

4321. toolfunnel - ⭐ 35 A zero-dependency MCP and Local tool gateway: host your own tools in any language, forward and curate tools from other MCP servers, expose them leanly to cut agent token cost, gate every call through your own policy hooks before it runs, create your own MCP servers easily with zero code - and wrap any MCP server so it speaks both protocol eras! :)

4322. COROS-MCP - ⭐ 35 Official COROS MCP server and Agent skills for integrating sports and health data into AI clients.

4323. mattermost-mcp-host - ⭐ 34 A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.

4324. claude-mcp-trello - ⭐ 34 A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.

4325. awesome-blockchain-mcps - ⭐ 34 🔗 A curated list of Blockchain & Crypto Model Context Protocol (MCP) servers. Enabling AI Agents to interact with the Blockchain, Web3, DeFi, on-chain data, on-chain actions, etc. 🚀

4326. DBJavaGenix - ⭐ 34 智能数据库代码生成工具基于MCP架构，支持MySQL等多种数据库，自动生成Entity、DAO、Service及Controller等完整分层代码，大幅提升开发效率。依托MCP协议，具备强大扩展与集成能力，可智能推断表关系与业务语义。集成Mustache、MapStruct和Lombok，实现跨语言生成、高效映射和代码简化，并提供依赖自动管理，保障项目稳定。

4327. chessagineweb - ⭐ 34 The most underrated FOSS chess interface that combines AI agents and chess engines into one unified platform.

4328. prometheus_mcp_server - ⭐ 34 A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.

4329. codelogic-mcp-server - ⭐ 34 An MCP Server to utilize Codelogic’s rich software dependency data in your AI programming assistant.

4330. any-script-mcp - ⭐ 34 An MCP server that exposes arbitrary CLI tools and shell scripts as MCP Tools

4331. iotdb-mcp-server - ⭐ 34 Apache IoTDB MCP Server

4332. 1mcp - ⭐ 34 Let your agent write code and execute code directly in the browser with WASM

4333. kanban-mcp - ⭐ 34 MCP server providing kanban-based task management memory for complex multi-session workflows with AI agents

4334. diy-tools-mcp - ⭐ 34 An MCP server that allows users to dynamically add custom tools/functions at runtime

4335. pushover-mcp - ⭐ 34 A MCP implementation for sending notifications via Pushover

4336. capacities-mcp - ⭐ 34 Capacities×MCP

4337. mcp-searxng-enhanced - ⭐ 34 Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

4338. mcp-probe-kit - ⭐ 34 一个强大的 MCP (Model Context Protocol) 服务器，提20个实用工具，覆盖代码质量、开发效率、项目管理、生成skills文档全流程。

4339. fantasy-football-mcp-public - ⭐ 34 Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimization, draft assistance, and league management. Built using Claude Code.

4340. MCPServer - ⭐ 34 Implements a model context protocol server using Wolfram Language

4341. laravel-mcp-companion - ⭐ 34 A Laravel developer’s MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.

4342. claude-code-mcp - ⭐ 34 MCP Server connects with claude code local command.

4343. bear-notes-mcp - ⭐ 34 MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop

4344. mindbridge-mcp - ⭐ 34 MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.

4345. mcpls - ⭐ 34 Universal MCP to LSP bridge - expose Language Server Protocol capabilities as MCP tools for AI agents

4346. rlm-claude - ⭐ 34 Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper

4347. autotask-mcp - ⭐ 34 MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and more

4348. mcp-wireshark - ⭐ 34 An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑installable.

4349. Unity-AI-ParticleSystem - ⭐ 34 AI-powered tools for Unity Particle System. Create and modify Particle System directly through natural language commands.

4350. garmin-connect-mcp - ⭐ 34 MCP server enabling LLMs to interact with Garmin Connect - activities, health metrics, sleep data, and training analysis

4351. resonant - ⭐ 34 Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.

4352. zilliz-mcp-server - ⭐ 34 A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zilliz.com/

4353. MCP-Server-Starter - ⭐ 34 A Model Context Protocol server starter template

4354. MCPCorpus - ⭐ 34 MCPCorpus is a comprehensive dataset for analyzing the Model Context Protocol (MCP) ecosystem, containing ~14K MCP servers and 300 MCP clients with 20+ normalized metadata attributes.

4355. rod-mcp - ⭐ 34 Model Context Protocol Server of Rod

4356. mcp-aoai-web-browsing - ⭐ 34 A minimal Model Context Protocol 🖥️ server/client🧑‍💻with OpenAI and 🌐 web browser control via Playwright.

4357. mcp-weather - ⭐ 34 A Model Context Protocol (MCP) server that provides hourly and daily weather forecasts using the AccuWeather API.

4358. unplugin-devpilot - ⭐ 34 A universal plugin framework for development tools that enables seamless browser-server communication and MCP (Model Context Protocol) integration with AI/LLM systems.

4359. MCPHammer - ⭐ 34 MCP security testing framework for evaluating Model Context Protocol server vulnerabilities

4360. meta-prompt-mcp-server - ⭐ 34 Turn any MCP Client into a “multi-agent” system (via prompting)

4361. godot-dotnet-mcp - ⭐ 34 A Godot 4.6+ editor plugin that gives AI agents a real MCP interface to the live Godot editor: project state, scene editing, script analysis, runtime control, screenshots, logs, and client setup from inside the editor itself.

4362. mcp-ollama - ⭐ 34 Query model running with Ollama from within Claude Desktop or other MCP clients

4363. openfusion - ⭐ 34 Frontier-grade answers from any mix of models — a local MCP server bringing OpenRouter’s Fusion panel architecture to any MCP client. Bring your own keys.

4364. mcp-gateway - ⭐ 34 The MCP gateway is a reverse proxy server that forwards requests from clients to the MCP server or uses all MCP servers under the gateway through a unified portal.

4365. capture-mcp-server - ⭐ 34 AI-native Model Context Protocol (MCP) server that integrates SAM.gov, USASpending.gov, and Tango APIs to capture and analyze federal procurement and spending data through natural language queries. Responses include both human-readable text and structured JSON so MCP-compatible clients can consume the data programmatically.

4366. awesome-mcp-lists - ⭐ 33 A Curated List of MCP Servers, Clients and Toolkits

4367. amcp - ⭐ 33 Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tools, subagents, skills, memory, MCP/ACP, hooks, and automation.

4368. asterisk-mcp-server - ⭐ 33 Asterisk Model Context Protocol (MCP) server.

4369. DMCPServer - ⭐ 33 Dinos MCP Server, make your code, on MCP Action and execute by AI

4370. mcp-veo2 - ⭐ 33 MCP for Video- or Image-Generation with Google VEO2

4371. kaggle-mcp - ⭐ 33 MCP server for Kaggle

4372. mcp-launcher - ⭐ 33 🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like Ollama for models!

4373. mcp-server - ⭐ 33 MCP Server for Membrane

4374. devduck - ⭐ 33 Minimalist AI agent that fixes itself when things break.

4375. fastmcp-threatintel - ⭐ 33 AI-Powered Threat Intelligence MCP tool

4376. bitrise-mcp - ⭐ 33 MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.

4377. prediction-market-mcp - ⭐ 33 A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.

4378. pan-mcp-relay - ⭐ 33 Palo Alto Networks AI Runtime Security Model Context Protocol (MCP) Relay Server

4379. Amazing-Marvin-MCP - ⭐ 33 Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

4380. enhanced-mcp-memory - ⭐ 33 An enhanced MCP (Model Context Protocol) server for intelligent memory and task management, designed for AI assistants and development workflows. Features semantic search, automatic task extraction, knowledge graphs, and comprehensive project management.

4381. mcp-mesh - ⭐ 33 Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript

4382. apifox-mcp - ⭐ 33 Apifox MCP 服务器 - 让 Claude 等 AI 助手通过自然语言管理你的 Apifox 项目，轻松创建、更新和审计 API 接口

4383. kratos-mcp - ⭐ 33 🏛️ Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.

4384. holoviz-mcp - ⭐ 33 ✨A MCP server that provides intelligent access to the HoloViz ecosystem for humans and AIs.

4385. UCAI - ⭐ 33 Universal Contract AI Interface (UCAI) 🔗 ABI to MCP | The open standard for connecting AI agents to blockchain. MCP server generator for smart contracts. Claude + Uniswap, Aave, ERC20, NFTs, DeFi. Python CLI, Web3 integration, transaction simulation. Polygon, Arbitrum, Base, Ethereum EVM chains. Claude, GPT, LLM tooling, Solidity, OpenAI.

4386. mcp-server - ⭐ 33 A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.

4387. maven-mcp-server - ⭐ 33 An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions.

4388. binance-mcp-server - ⭐ 33 A Model Context Protocol (MCP) server for integrating AI assistants with Binance cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.

4389. browserai-mcp - ⭐ 33 A powerful Model Context Protocol (MCP) server that provides an access to serverless browser for AI agents and apps

4390. Smart-Thinking - ⭐ 33 Smart-Thinking is a Model Context Protocol (MCP) server that delivers graph-based, multi-step reasoning without relying on external AI APIs. Everything happens locally: similarity search, heuristic-based scoring, verification tracking, memory, and visualization all run in a deterministic pipeline designed for transparency and reproducibility.

4391. mcp-loxone - ⭐ 33 An opinionated Model Context Protocol (MCP) server for controlling Loxone home automation systems.

4392. seatunnel-mcp - ⭐ 33 A Model Context Protocol (MCP) server for Apache Seatunnel. This provides access to your Apache Seatunnel RESTful API V2 instance and the surrounding ecosystem.

4393. biothings-mcp - ⭐ 33 MCP (Model Context Protocol) server for biothings

4394. relace-mcp - ⭐ 33 Unofficial Relace MCP client with AI features. Personal project; not affiliated with or endorsed by Relace

4395. NiFiMCP - ⭐ 33 An MCP Server and client for communicating with Nifi (v1.28)

4396. calibremcp - ⭐ 33 FastMCP 3.2 server for Calibre e-book library management — AI-assisted search, RAG, and agentic workflows). MCP server for claude, cursor and other MCP clients. Webapp and tauri windows desktop app for use by humans.

4397. raybridge - ⭐ 33 MCP server that bridges Raycast extensions to any MCP-compatible client

4398. ragtime - ⭐ 33 Self-hosted, OpenAI-compatible RAG API + MCP server that plugs local knowledge into existing LLM clients.

4399. curion - ⭐ 33 Curion is a project-local memory layer for AI coding agents, published as an MCP server for Claude Code, Codex, OpenCode, and other MCP clients.

4400. mcp-bash - ⭐ 33 A simple model context protocol (MCP) server that allows Claude Desktop or other MCP aware clients to run Bash commands on your local machine.

4401. mcp-proxy - ⭐ 33 Fast rust MCP proxy between stdio and SSE

4402. server-sharepoint - ⭐ 33 This is a MCP server for Claude Desktop that allows you to interact with SharePoint Online using the SharePoint REST API. It is designed to be used with the Claude Desktop app, but could be used by other MCP clients as well.

4403. ai-foundry-agents-samples - ⭐ 33 Azure AI Foundry - Agents related sample code

4404. postman-mcp - ⭐ 32 A Model Context Protocol (MCP) server that provides seamless integration with the Postman API. This package enables AI assistants and applications to interact with Postman workspaces, collections, requests, environments, and folders programmatically.

4405. laravel-mcp-client - ⭐ 32

4406. mcpc - ⭐ 32 An extension to MCP (Model-Context-Protocol) that enables two-way asynchronous communication between LLMs and tools through the already existing MCP transport - no additional transport layer needed.

4407. Direwolf - ⭐ 32 Distributed Data Processing Pipeline for MCP.

4408. imagegen-mcp - ⭐ 32 MCP server for OpenAI Image Generation & Editing — text-to-image, image-to-image (with mask), no extra plugins.

4409. ptt_mcp_server - ⭐ 32 The best PTT MCP server

4410. mcp-server - ⭐ 32 Provide different cloud products MCP Server tools to help developers manage cloud resources with AI-agent

4411. mcp-java-sdk-examples - ⭐ 32 A collection of MCP server examples developed by various Java SDKs

4412. actor-critic-thinking-mcp - ⭐ 32 A dual-perspective thinking analysis server based on Model Context Protocol (MCP), providing comprehensive performance evaluation through Actor-Critic methodology.

4413. dev-kit - ⭐ 32 [Model Context Protocol] Dev Kit - anything a developer need for him day to day works

4414. mcp-hacker-news - ⭐ 32 This MCP server acts as a bridge between the official Hacker News API and AI-powered tools that support the Model Context Protocol, such as Claude and Cursor.

4415. dassian-adt - ⭐ 32 MCP server for SAP ABAP development via ADT API. Connect AI assistants to SAP: read, write, test, and deploy ABAP code without SAP GUI.

4416. mcp-appium-gestures - ⭐ 32 This is a Model Context Protocol (MCP) server providing resources and tools for Appium mobile gestures using Actions API..

4417. src-to-kb - ⭐ 32 Convert source code to LLM ready knowledge base

4418. codingbuddy - ⭐ 32 Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.

4419. qdrant-mcp-server - ⭐ 32 MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

4420. Cortex - ⭐ 32 Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124 (n=500). LoCoMo R@10 94.2% / MRR 0.8278 (n=1986). BEAM-10M +33.4% over flat retrieval. PostgreSQL + pgvector. Verified via 31-row two-benchmark ablation campaign.

4421. ILSpy-Mcp - ⭐ 32 🔓 UNLEASH ILSpy’S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted debugging that THINKS with you. Decompile ANYTHING. 🚀

4422. apisql-mcp - ⭐ 32 一个 MCP Server 连接你的所有数据库，数据库 MCP Server 的瑞士军刀。One MCP Server for all your databases. The Swiss Army Knife of Database MCP Servers.

4423. pdf-mcp - ⭐ 32 MCP server that lets Claude Code and other AI agents read large PDFs without hitting context limits. Chunked reading, hybrid search, OCR, table and image extraction, SQLite cache.

4424. mcp-server-weibo - ⭐ 32 Model Context Protocol服务器，用于抓取微博用户信息、动态和搜索功能

4425. mcp-server-giphy - ⭐ 32 An implementation of Giphy integration with Model Context Protocol

4426. mmx-mcp-server - ⭐ 32 A unified Model Context Protocol server for MiniMax CLI (mmx)

4427. emcp - ⭐ 32 A Model Context Protocol (MCP) Server for Elixir

4428. myBrAIn - ⭐ 32 myBrAIn is an MCP (Model Context Protocol) server designed to provide persistent and contextual memory to language models (like Google Antigravity). It acts as a “second brain” for your development environment, allowing the AI to remember project rules, architectural decisions, and technical insights across different chat sessions

4429. workflows-mcp-server - ⭐ 32 Model Context Protocol server that enables AI agents to discover, create, and execute complex, multi-step workflows defined in simple YAML files. Allow your AI agents to better organize their tool usage and provide a more structured way to handle complex multi-step tasks.

4430. clay-mcp - ⭐ 32 A simple Model Context Protocol (MCP) server for Clay.

4431. mcp-google-calendar - ⭐ 32 A Model Context Protocol (MCP) server implementation for Google Calendar integration. Create and manage calendar events directly through Claude or other AI assistants.

4432. congressMCP - ⭐ 32 An MCP server allowing AI agents and MCP clients to interface with the Congress.gov API

4433. clay-mcp - ⭐ 32 A simple Model Context Protocol (MCP) server for Clay.

4434. zerodha-mcp - ⭐ 32 Zerodha MCP Server & Client - AI Agent (w/Agno & w/Google ADK)

4435. azure-container-apps-ai-mcp - ⭐ 32 This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI’s API seamlessly via an MCP server and client.

4436. agentic-ai-engineering - ⭐ 32 Agentic AI Engineering is a production-grade engineering resource for building modern agentic AI systems with LangChain, LangGraph, RAG, MCP, local models, and deployable Python services.

4437. agent-twitter-client-mcp - ⭐ 32 A Model Context Protocol (MCP) server that integrates with X using the @elizaOS agent-twitter-client package, allowing AI models to interact with Twitter without direct API access.

4438. stata-workbench - ⭐ 32 A VS Code compatible extension (Cursor, Windsurf, Antigravity etc.) that allows Stata code to be run directly from the editor. Enables AI agents to directly interact with Stata. Powered by mcp-stata, https://github.com/tmonk/mcp-stata.

4439. mcp-marketplace - ⭐ 32 OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration

4440. mlb-mcp - ⭐ 32 MCP server for advanced baseball analytics (statcast, fangraphs, baseball reference, mlb stats API)

4441. emilie - ⭐ 32 Swiss sovereign legal AI. Fork of Mike, extended with MCP client and local model support (Apertus). Named after Emilie Kempin-Spyri.

4442. MCP-Mastery-with-Claude-and-Langchain - ⭐ 32 Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGraph agents, and Ollama integrations

4443. anytype - ⭐ 32 CLI, Rust client library, and MCP server for Anytype: manage spaces and objects, edit documents in Markdown, back up and restore, chat.

4444. aj-mcp - ⭐ 32 Simple MCP SDK in Java 8

4445. mcp-unifi-applications - ⭐ 32 An MCP server that exposes UniFi application API documentation (Network, Protect, Site Manager) as queryable tools for Claude Desktop, Claude Code (VS Code / JetBrains), or any MCP-compatible client.

4446. bruno-mcp - ⭐ 32 🚀 MCP server for generating Bruno API testing files programmatically. Create collections, environments, requests, and test scripts using AI clients like Claude Desktop.

4447. mcp - ⭐ 31 TON MCP server for Claude, ChatGPT, Cursor, Codex and any MCP client — liteserver queries over native ADNL: balances, account state, transaction history, get-methods. Private & archive endpoints supported

4448. stitch-mcp-auto - ⭐ 31 Automated installer for Stitch MCP - The easiest way to set up your Universal MCP server for Google Stitch.

4449. simple-psql-mcp - ⭐ 31 A beginner-friendly MCP server template featuring a PostgreSQL connector with clean, easy-to-understand code. Perfect for developers new to Model Context Protocol who want to experiment and create their own AI tool connectors with minimal setup.

4450. mentor-mcp-server - ⭐ 31 A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

4451. jlcpcb-parts-mcp - ⭐ 31 JLCPCB PCBA向けの、部品探しを補助するためのMCPサーバー

4452. unplugin-mcp - ⭐ 31 A unified plugin for developers integrating MCP servers into modern JavaScript build tools, including Webpack, Rollup, Vite, and more.

4453. ez-mcp - ⭐ 31 The easiest path to getting an MCP server going

4454. ESP32MCPServer - ⭐ 31 Allow AI models connect to ESP32 exposed interfaces. AI generated MCP server for ESP32.

4455. EU_AI_ACT_MCP - ⭐ 31 EU AI Act MCP (Model Context Protocol) that connects to your AI agents, helping you to comply with the EU AI Act.

4456. cca-mcp-configurator - ⭐ 31 一個簡單易用的網頁工具，用於管理 GitHub Copilot Coding Agent 的 MCP (Model Context Protocol) 設定

4457. mcp-klever-vm - ⭐ 31 MCP server for Klever blockchain smart contract development

4458. powerplatform-mcp - ⭐ 31 PowerPlatform Model Context Protocol server

4459. clap-mcp - ⭐ 31 A Rust framework that bridges clap command-line applications with the Model Context Protocol (MCP)

4460. NetContextServer - ⭐ 31 A .NET implementation of the Model Context Protocol enabling AI assistants to explore and understand .NET codebases.

4461. pubnub-mcp-server - ⭐ 31 PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more!

4462. turn-based-game-mcp - ⭐ 31 A turn-based games app built with Next.js and TypeScript that features Tic-Tac-Toe and Rock Paper Scissors games with AI opponents powered by the Model Context Protocol (MCP), offering three difficulty levels.

4463. bw-modeling-mcp - ⭐ 31 MCP server for agentic AI-assisted development in SAP BW/4HANA

4464. ontomics - ⭐ 31 Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

4465. mcp-server-starter-ts - ⭐ 31 A minimal TypeScript starter template for building Model Context Protocol (MCP) servers.

4466. unity-editor-mcp - ⭐ 31 An MCP server and client for LLMs to interact with Unity Projects

4467. mcp-log-proxy - ⭐ 31 a web logging proxy for MCP client-server communication

4468. puzzlebox - ⭐ 31 An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.

4469. mcpzero - ⭐ 31 Expose, secure, and observe MCP servers — from your laptop to production clients.

4470. mcp-oauth-proxy - ⭐ 31 Oauth 2.1 proxy server that can autheticate client and proxy requests to mcp server

4471. cortex - ⭐ 31 Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zero-telemetry memory engine (Rust, MCP) — gives Claude & any MCP client persistent cross-session memory.

4472. UniAI - ⭐ 30 Unity AI 交互框架

4473. MalwareBazaar_MCP - ⭐ 30 An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

4474. google-search-console-mcp-server - ⭐ 30 Model Context Protocol server for Google Search Console API - integrate with Claude Code and Claude Desktop

4475. postgres-mcp-server - ⭐ 30 MCP (Model Context Protocol) Server for postgres Database

4476. machinepal - ⭐ 30 The Cloud-Native MCP and X402 Gateway to Run and Monetize your AI Agents and Services, as well as optimize your AI costs

4477. mcp-client - ⭐ 30 Typescript mcp client library.

4478. mcp-cyclops - ⭐ 30 Model Context Protocol server for Cyclops

4479. carrot-ai-pm - ⭐ 30 Carrot auto-writes specs and catches AI code drift. MCP server for Cursor that AST-validates every commit.

4480. runjs - ⭐ 30 The only MCP server you need: let your LLM generate and safely execute JavaScript – including fetch API calls, JSONPath ETL, built-in resiliencey, and secrets management

4481. airflow-mcp-server - ⭐ 30 MCP Server for Apache Airflow

4482. kafka-schema-reg-mcp - ⭐ 30 A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

4483. itential-mcp - ⭐ 30 🔌 Itential Platform MCP Server

4484. ros-mcp - ⭐ 30 MCP server for ROS to control robots via topics, services, and actions.

4485. chrome-extension-bridge-mcp - ⭐ 30 A chrome extension bridge that allows you to connect to a mcp server to use global window object.

4486. turbovault - ⭐ 30 MCP server that transforms your Obsidian vault into an intelligent knowledge system

4487. google-workspace-mcp-server - ⭐ 30 A Model Context Protocol server for Google Workspace integration (Gmail and Calendar)

4488. AI-Tracker - ⭐ 30 本仓库旨在整理关于大语言模型（LLM）底层逻辑、上下文工程 (Context Engineering) 以及 Model Context Protocol (MCP) 协议的核心学习资源与实战路径。

4489. dockashell - ⭐ 30 DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MCP tools for shell access, file operations, and full audit trail.

4490. mcp_espn_ff - ⭐ 30 ESPN Fantasy API with LLMs!

4491. mcp-server-dumplingai - ⭐ 30 MCP (Model Context Protocol) server for Dumpling AI

4492. batchdata-mcp-real-estate - ⭐ 30 Model Context Protocol (MCP) server for BatchData.io property and address APIs - Real estate data integration for Claude and other AI assistants

4493. mcp-etherscan-server - ⭐ 30 An MCP (Model Context Protocol) server that provides Ethereum blockchain data tools via Etherscan’s API. Features include checking ETH balances, viewing transaction history, tracking ERC20 transfers, fetching contract ABIs, monitoring gas prices, and resolving ENS names.

4494. mcp - ⭐ 30 Yandex Cloud MCP Servers

4495. deno-mcp-template - ⭐ 30 A template repo for writing and publishing local, remote, DXT, and binary MCP servers using Deno.

4496. local_faiss_mcp - ⭐ 30 Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

4497. reporecall - ⭐ 30 Local codebase memory, auto-generated wiki, and interactive architecture dashboard for Claude Code and MCP. AST indexing, call graphs, hybrid search, topology analysis. 0 tool calls, 3-8x fewer tokens, everything stays on your machine.

4498. php-mcp - ⭐ 30 A complete PHP implementation of the Model Context Protocol (MCP) with server and client support, STDIO and HTTP transports, and framework integration

4499. fak - ⭐ 30 fak — the Fused Agent Kernel: one Go binary that turns a tool-using agent (Claude Code, Codex, Cursor, any OpenAI/Anthropic/MCP client) into a managed agent: cache-stable model traffic, context compaction + crash resume, nanosecond tool-call policy, local GGUF serving with SSD expert offload.

4500. Grinta-Coding-Agent - ⭐ 30 Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.

4501. skill-mcp - ⭐ 30 LLM-managed skills platform using MCP - create, edit, and execute skills programmatically in Claude, Cursor, and any MCP-compatible client without manual file uploads.

4502. crawl4ai-mcp-server - ⭐ 30 Pinned, tested distribution of upstream Crawl4AI with MCP client setup and deployment guidance.

4503. MCP-Scorecard - ⭐ 29 Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

4504. demo-mcp-server-client-implementation - ⭐ 29 A demo implementation of a MCP server (consuming a dummy API) and basic client.

4505. mcp-badges - ⭐ 29 Get your projects MCP (Model Context Protocol) badges

4506. rails-pg-extras-mcp - ⭐ 29 MCP (Model Context Protocol) LLM interface for rails-pg-extras gem

4507. luke-desktop - ⭐ 29 A modern desktop client for Claude AI with MCP server support, built with Tauri, React, and TypeScript.

4508. telegram-mcp-server - ⭐ 29 MCP server implementation for Telegram

4509. agent-pm - ⭐ 29 MCP server for the planning and execution of AI-assisted development projects.

4510. mcp-notify - ⭐ 29 💬 MCP Server for notify to Weixin, Telegram, Bark, Lark, 飞书, 钉钉

4511. rdkit-mcp-server - ⭐ 29 MCP server that enables language models to interact with RDKit through natural language

4512. robinhood-mcp-server - ⭐ 29 The Robinhood MCP Server provides a comprehensive interface to the Robinhood Crypto API. This server handles authentication, account management, market data retrieval, and trading operations through both REST API and WebSocket interfaces.

4513. alibabacloud-dms-mcp-server - ⭐ 29 A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform.
Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses.

4514. tgcli - ⭐ 29 Telegram user console client and archiver

4515. excel-reader-mcp - ⭐ 29 A Model Context Protocol (MCP) server for reading Excel files with automatic chunking and pagination support. Built with SheetJS and TypeScript.

4516. TAM-MCP-Server - ⭐ 29 A comprehensive Model Context Protocol (MCP) server for market sizing analysis, TAM/SAM calculations, and industry research. Built with TypeScript, Express.js, and following the MCP specification.

4517. notion-mcp - ⭐ 29 A simple Model Context Protocol (MCP) server that integrates with Notion’s API to manage my personal todo list.

4518. mcp-ollama-agent - ⭐ 29 A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP) servers. This project provides an interactive command-line interface for an AI agent that can utilize the tools from multiple MCP Servers..

4519. seo-insights-mcp-server - ⭐ 29 TypeScript Model Context Protocol (MCP) server for SEO Insights. Provides SEO tools for backlinks, keyword research, and traffic analysis. Includes CLI support and extensible structure for connecting AI systems (LLMs) to SEO APIs

4520. mcp_autogen_sse_stdio - ⭐ 29 This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing.

4521. izan.io - ⭐ 29 Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds

4522. mcp-testing-framework - ⭐ 29 Testing framework for Model Context Protocol (MCP)

4523. taskflow-mcp - ⭐ 29 A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps.

4524. mcp-websocket - ⭐ 29 This server implements an MCP (Model Context Protocol) server with WebSocket enhancements for real-time data updates.

4525. nchan-mcp-transport - ⭐ 29 The best way to deploy mcp server. A high-performance WebSocket/SSE transport layer & gateway for Anthropic’s MCP (Model Context Protocol) — powered by Nginx, Nchan, and FastAPI.

4526. drawio-mcp-extension - ⭐ 29 Draw.io Model Context Protocol (MCP) Browser Extension

4527. nimbletools-core - ⭐ 29 NimbleTools is an open-source MCP runtime. Infrastructure for the agentic web.

4528. FerrumMCP - ⭐ 29 A Model Context Protocol (MCP) server that provides web automation capabilities through Ferrum, with optional BotBrowser integration for advanced anti-detection features. This enables AI agents to interact with web pages seamlessly.

4529. pptx-xlsx-mcp - ⭐ 29 Antrophics Model context protocol to edit powerpoint files

4530. engram-memory-community - ⭐ 29 The highest-scoring AI memory system ever benchmarked that isn’t reliant on LLM reranking. And it’s free & burns less tokens.

4531. rootcause - ⭐ 29 RootCause is a local-first MCP server that turns natural-language requests into evidence-backed incident analysis, Kubernetes diagnostics, and safer operations.

4532. langchain-mcp-tools-py - ⭐ 29 MCP to LangChain Tools Conversion Utility / Python

4533. zotero-mcp-server - ⭐ 29 MCP server to expose local zotero repository to MCP clients

4534. leanmcp-sdk - ⭐ 29 Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observability. Build enterprise AI agents fast.

4535. pulse-editor - ⭐ 29 The Runtime Where AI Agents Build, Ship, and Evolve. Pulse Editor is a modular, cross-platform, AI-powered productivity platform with federated app collaboration and extensible workflows.

4536. slack-mcp-server - ⭐ 29 Slack for your AI agent — session tokens, not OAuth. No app to register, no admin approval. Works with any MCP client. 21 tools.

4537. rollbar-mcp-server - ⭐ 29 Model Context Protocol server for Rollbar

4538. manceps - ⭐ 29 Ruby client for the Model Context Protocol (MCP). Latin: one who takes in hand.

4539. lexis - ⭐ 29 Lexical + structural code search MCP server for Claude Code, Cursor, Windsurf and any MCP client. Gives AI assistants 28 precise search tools so they find the right code fast 80% fewer tokens per task. No vectors, no embeddings, just ripgrep.

4540. bexio-mcp-server - ⭐ 29 Complete Swiss accounting integration for Bexio via MCP. Works with Claude Desktop, n8n, and any MCP client. 310 tools for invoices, contacts, projects & more. Created by Lukas Hertig.

4541. mini_agent - ⭐ 29 A minimal AI agent built from scratch — no agent framework, just Python, the OpenAI SDK, and a while loop. Accompanies the Medium article “Build Your Own AI Agent from Scratch.” Three execution modes: local (Ollama only), remote (cloud provider), mixed (local orchestrates, delegates to remote).

4542. zoteus - ⭐ 29 ⚡ The everything Zotero MCP server: complete Zotero Web API v3 + desktop local API for Claude & any MCP client. Search, safe writes, add-by-DOI, CSL citations, hybrid semantic search, and a scholarly-context graph. TypeScript, local-first.

4543. mcp-inception - ⭐ 28 Call another MCP client from your MCP client. Offload context windows, delegate tasks, split between models

4544. postmancer - ⭐ 28 An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia

4545. Palmos - ⭐ 28 The Runtime Where AI Agents Build, Ship, and Evolve. Pulse Editor is a modular, cross-platform, AI-powered productivity platform with federated app collaboration and extensible workflows.

4546. mcp-attr - ⭐ 28 A library for declaratively building Model Context Protocol servers.

4547. nettune - ⭐ 28 A network diagnostics and TCP optimization tool with MCP (Model Context Protocol) integration for AI-assisted configuration.

4548. laravel-mcp-sdk - ⭐ 28 Laravel Based Implementation for Model Context Protocol

4549. vsc-mcp - ⭐ 28 This project provides tools that expose Language Server Protocol (LSP) functionality as MCP (Model Context Protocol) tools

4550. openapi-mcp-generator - ⭐ 28 A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible specifications into fully functional Model Context Protocol (MCP) servers. Generates Docker-ready implementations with support for SSE/IO communication protocols, authentication, and comprehensive error handling. https://pypi.org/project/openapi-mcp-generator/

4551. claude-code-mcp - ⭐ 28 Model Context Protocol (MCP) servers with Claude Code. These tools dramatically enhance Claude Code’s capabilities, allowing it to interact with your filesystem, web browsers, and more.

4552. gemsuite-mcp - ⭐ 28 Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified

4553. tempo-mcp-server - ⭐ 28 MCP server for managing Tempo worklogs in Jira

4554. Healthcare-MCP - ⭐ 28 Specification and documentation for the Healthcare Model Context Protocol. This builds on top of the base Model Context Protocol

4555. mcp-writer-substack - ⭐ 28 Model Context Protocol to bridge in Substack writings to Claude.

4556. mcp-config-manager - ⭐ 28 Manage MCP server configs across Claude, Gemini & other AI systems. Interactive CLI for server enable/disable, preset management & config sync.

4557. do-remote-mcp-server-template - ⭐ 28 A Model Context Protocol (MCP) server that checks domain name availability using WHOIS lookups and DNS resolution

4558. minds-mcp - ⭐ 28 An MCP (Model Context Protocol) server for Minds, allowing LLMs to interact with the Minds SDK through a standardized interface.

4559. kernel-mcp-server - ⭐ 28 Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.

4560. mcp-simple-timeserver - ⭐ 28 Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

4561. leanmcp-sdk - ⭐ 28 Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observability. Build enterprise AI agents fast.

4562. mcp-server-semgrep - ⭐ 28 MCP Server Semgrep is a Model Context Protocol compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface.

4563. atm - ⭐ 28 Create secure and scoped Home Assistant API tokens for AI assistants and other MCP clients

4564. ProxmoxMCP-advance - ⭐ 28 ProxmoxMCP (advance): MCP for Proxmox integration in Claude, Goose, Cline, any client.

4565. gaia-x - ⭐ 28 Gaia-X 基于AI新范式的下一代企业级AI应用平台。Gaia-X旨在实现类人脑的、针对企业办公业务场景的AI化赋能，包括一系列新颖而稳定的企业级AI功能，包括不限于：企业级管理功能、MCP Server支持（且支持将企业内部系统API转换为MCP Server提供服务）、支持自然语言驱动的RPA（大模型操作电脑）、划词分析和悬浮球等。

4566. mcp_streamable_http - ⭐ 28 Educational repo for MCP streamable HTTP servers and clients

4567. muster - ⭐ 28 MCP tool management and workflow proxy

4568. MiAO-MCP-for-Unity - ⭐ 28 MCP Server + Plugin for Unity Editor and Unity game. The Plugin allows to connect to MCP clients like Claude Desktop or others.

4569. roku-dev-studio - ⭐ 28 Cross-platform Electron desktop studio for Roku developers: remote control, device queries, sideload, telnet console, RALE/App Connector, BrightScript Fiddle, JSON Action Scripts, an rds CLI, an MCP server for AI agents, and an internet relay.

4570. rive-animation-viewer - ⭐ 28 Rive animation desktop viewer (Tauri) dual platform (Mac/PC) . Features demo bundle generation for distributing self-contained animation executables to clients. Embedded MCP Server

4571. typescript-mcp-client - ⭐ 28

4572. beatos - ⭐ 27 Local-first beat library built for producers — catalog, BPM/key analysis, license tiers & PDFs, tagged-MP3 + loopkit export, and assisted multi-platform publishing. Chat with your catalog via a built-in AI Agent (Claude · ChatGPT · DeepSeek), or wire it to any MCP client. Desktop + web.

4573. Memgpt-MCP-Server - ⭐ 27 A Model Context Protocol (MCP) server that provides persistent memory and multi-model LLM support.

4574. aws-mcp - ⭐ 27 An MCP(Model Context Protocol) Server for AWS services

4575. VercelGenUI_MCP - ⭐ 27 Proof of concept chat AI combining the Model Context Protocol (MCP) with Vercel’s AI SDK UI

4576. mcp-web-browser - ⭐ 27 An advanced web browsing server for the Model Context Protocol (MCP) powered by Playwright, enabling headless browser interactions through a flexible, secure API.

4577. directus-mcp-server - ⭐ 27 Model Context Protocol server for Directus

4578. Python-Runtime-Interpreter-MCP-Server - ⭐ 27 PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

4579. mcp-stytch-consumer-todo-list - ⭐ 27 Workers + Stytch TODO App MCP Server

4580. mcp-local-dev - ⭐ 27 Let LLMs manage your local dev environments

4581. nebulagraph-mcp-server - ⭐ 27 Model Context Protocol Server for NebulaGraph 3.x

4582. symfony-mcp-server - ⭐ 27 A Symfony package designed for building secure servers based on the Model Context Protocol, utilizing Server-Sent Events (SSE) and/or StreamableHTTP for real-time communication. It offers a scalable tool system tailored for enterprise-grade applications.

4583. agent-hub-mcp - ⭐ 27 A Model Context Protocol (MCP) server that enables communication and coordination between multiple AI agents

4584. systemprompt-mcp-notion - ⭐ 27 This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.

4585. janee - ⭐ 27 Secrets management for AI agents via MCP • @janeesecure

4586. openzeppelin-mcp - ⭐ 27 Model Context Protocol Servers Repository for OpenZeppelin products

4587. mcp-annotated-java-sdk - ⭐ 27 Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java

4588. deep-research-mcp - ⭐ 27 A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily’s Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

4589. novyx-mcp - ⭐ 27 Persistent memory for AI agents. 107 MCP tools for remember, recall, rollback, audit, knowledge graph, eval, cortex, replay, governed actions, threat intel, auto-defense, Runtime v2 agents/missions, and more. Works locally (zero config) or with Novyx Cloud.

4590. Excel-MCP-Server-Master - ⭐ 27 Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Context Protocol for XLSX, XLSM with Claude AI integration

4591. MCP-Developer-SubAgent - ⭐ 27 A specialized framework for Model Context Protocol (MCP) development featuring 8 Claude Code sub-agents, security hooks, and production-ready FastMCP server templates. Provides immediate MCP development assistance through markdown-driven agents with optional programmatic SDK .

4592. fastify-mcp-server - ⭐ 27 Fastify plugin to easily spin up Model Context Protocol (MCP) HTTP servers

4593. suse-ai-up - ⭐ 27 A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, providing scalable AI service orchestration across multiple microservices.

4594. nexo - ⭐ 27 NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MCP client. 100% local, open source, free.

4595. ai-cli - ⭐ 27 ai-cli lets you go from zero to AI-powered in seconds in a safe, automated and tailored way.

4596. ida-codex-mcp - ⭐ 27 IDA Codex MCP bridges IDA Pro 9.2 with the MCP ecosystem. It provides an IDA plugin and a stdio MCP server that expose function lists, call graphs, Hex‑Rays pseudocode, disassembly, imports/exports, xrefs, strings, and memory reads to MCP clients.

4597. Mobus - ⭐ 27 Search, preview, and analyze datasets from 20+ platforms via a single MCP connector. Works with Claude instantly.

4598. dive - ⭐ 27 Dive is a secure, local-first desktop client for LllamaCCP, LmStudio, Ollama, Pi agentic AI and Cloud. Features an ultra-compact offline RAG engine for indexing massive book libraries, MCP tool integration, sandboxed custom skills, PDF extraction, and macOS daemon support.

4599. webmcp-bridge - ⭐ 27 Bridge local MCP clients to browser WebMCP tools through Playwright, using native WebMCP when available and injected adapters when not.

4600. MicrosoftGraph_Transcript_MCP - ⭐ 27 A remote Model Context Protocol (MCP) server that retrieves Microsoft Teams meeting transcripts via the Microsoft Graph API, using delegated OAuth 2.0 On-Behalf-Of (OBO) authentication. Designed for integration with Microsoft Copilot Studio (via the MCP Wizard), though any MCP-compatible client can connect.

4601. autopunk-media-skills - ⭐ 27 400+ free AI skills and 9 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, any MCP client, and more.

4602. ux-mcp-server - ⭐ 27 MCP server providing 28 UX knowledge resources, 23 analysis tools & 4 workflow prompts. Works with Claude, Cursor, Continue.dev, Cline, Zed & any MCP client. WCAG, Nielsen heuristics, design systems, e-commerce, PWA, AI/ML & more.

4603. php-mcp-sdk - ⭐ 27 PHP implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. ✨ Features 🚀 Complete MCP Protocol Support - Full implementation of the MCP specification 🔧 Type-Safe - Leverages PHP 8.1+ type system with enums, union types, and strict typing ⚡ Async First

4604. KOMPAS-3D-MCP-bin - ⭐ 27 Ready-to-use Windows client for connecting KOMPAS-3D to MCP.

4605. chat - ⭐ 26 Chat Client for Your Service’s MCP Server

4606. WebCrypt - ⭐ 26 Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RSA-4096, and AI agent security.

4607. strava-mcp - ⭐ 26 A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI tools.

4608. chatbot_Shopify - ⭐ 26 Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension

4609. mcp-structured-thinking - ⭐ 26 A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced “metacognitive” self-reflection

4610. mcp-frontend-testing - ⭐ 26 Frontend testing tools for Model Context Protocol

4611. mcp-client-x - ⭐ 26 Python MCP client + server example

4612. ton-blockchain-mcp - ⭐ 26 A Model Context Protocol (MCP) server written in Python for natural language interaction with the TON blockchain 💎

4613. taiwan-holiday-mcp - ⭐ 26 一個基於 Model Context Protocol (MCP) 的台灣假期查詢伺服器，為 AI 工具提供準確的台灣國定假日資訊。

4614. mcp-auth - ⭐ 26 MCP Auth via Reverse Proxy

4615. greptimedb-mcp-server - ⭐ 26 A Model Context Protocol (MCP) server for GreptimeDB

4616. mcp-ffmpeg-helper - ⭐ 26 一个基于 Model Context Protocol (MCP) 的 FFmpeg 辅助工具，提供视频处理功能。

4617. github-repo-mcp - ⭐ 26 Model Context Protocol server for Github Repo // Reading Github Repo

4618. mcp_rss - ⭐ 26 MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds.

4619. mcp-desktop-automation - ⭐ 26 A Model Context Protocol server that provides desktop automation capabilities using RobotJS and screenshot capabilities

4620. markview - ⭐ 26 Native macOS markdown preview + MCP server for Claude Code. Swift/SwiftUI, GFM, Mermaid, syntax highlighting. No Electron.

4621. fastify-mcp - ⭐ 26 A Fastify plugin to run Model Context Protocol (MCP) servers

4622. plux - ⭐ 26 💡AI finder/explorer. One click @files via a visual filetree and save insights in a notepad. build with Tauri

4623. lotus-wisdom-mcp - ⭐ 26 Contemplative reasoning MCP server — Lotus Sutra wisdom framework with interactive ext-apps journey visualization.

4624. Risuai-NodeOnly - ⭐ 26 Make your own story. User-friendly software for LLM roleplaying, forked from Risuai

4625. askr - ⭐ 26 MCP Q&A Assistant - Async Q&A capabilities for AI clients via MCP protocol

4626. mcp-add - ⭐ 26 Universal cli to add an MCP server to a variety of clients

4627. GUI-MCP - ⭐ 26 A Blueprint-style visual node editor for creating FastMCP servers. Build MCP tools, resources, and prompts by connecting nodes - no coding required.

4628. reqwise-figma-mcp - ⭐ 26 An MCP server that lets AI agents read and draw on the Figma canvas — safely. Paired with a Figma plugin, it provides structured verification, safe-by-default drawing, and resilient multi-window support for Claude Code, Codex, Cursor, and other MCP clients.

4629. plux-agent-gui-mvp - ⭐ 26 💡AI finder/explorer. One click @files via a visual filetree and save insights in a notepad. build with Tauri

4630. Tiny-OAI-MCP-Agent - ⭐ 26 A MCP protocol agent that operates a SQLite using natural language by OpenAI-Compatible LLM.

4631. Synaptic - ⭐ 26 Auditable code intelligence for AI agents - map dependencies, predict change impact, select the right tests, and verify refactors before they ship.

4632. klayout-klink - ⭐ 26 AI-native control plane for KLayout: RPC plugin, Python client, MCP bridge, and routing workflows for agent-driven layout automation.

4633. alpaca-mcp-server - ⭐ 25 Model Context Protocol (MCP) server for Alpaca trading API

4634. gyazo-mcp-server - ⭐ 25 Official Model Context Protocol server for Gyazo

4635. mcp-php - ⭐ 25 model context protocol or mcp for php laravel

4636. mcp-media-processor - ⭐ 25 A Node.js server implementing Model Context Protocol (MCP) for media processing operations, providing powerful video and image manipulation capabilities.

4637. mcp-webdriveragent - ⭐ 25 This is a Model Context Protocol (MCP) server that provides tools for building and signing WebDriverAgent for iOS.

4638. mcp-manager - ⭐ 25 CLI tool for managing Model Context Protocol (MCP) servers in one place & using them across them different clients

4639. slack-mcp-server - ⭐ 25 A Model Context Protocol Server for Interacting with Slack

4640. meeting-mcp - ⭐ 25 Model Context Protocol server for AI assistants to create meeting bots, search transcripts, and manage meeting recordings.

4641. ccmcp - ⭐ 25 A CLI tool that intelligently discovers, validates, and selects MCP (Model Context Protocol) server configurations for Claude Code.

4642. nestjs-mcp - ⭐ 25 NestJS module for seamless Model Context Protocol (MCP) server integration using decorators.

4643. openai-copilot - ⭐ 25 Your life Copilot powered by LLM models (CLI interface for LLM models with MCP tools).

4644. json2video-mcp-server - ⭐ 25 Message Communication Protocol server for json2video API integration

4645. mcp-playground - ⭐ 25 Simple MCP Client for remote MCP Servers 🌐

4646. cfbd-mcp-server - ⭐ 25 An MCP server enabling CFBD API queries within Claude Desktop.

4647. microsoft_fabric_mcp - ⭐ 25 MCP server wrapping around the Fabric Rest API

4648. azure-diagram-mcp - ⭐ 25 MCP server that turns natural-language prompts into Microsoft Azure architecture diagrams (PNG) using Python Diagrams + Graphviz.

4649. gemini-webapi-mcp - ⭐ 25 MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.

4650. Screenhand - ⭐ 25 Give AI eyes and hands on your desktop. Open-source MCP server for desktop automation — screenshots, UI control, browser automation, OCR. Works with Claude, Cursor, and any MCP client. macOS + Windows.

4651. mcpc - ⭐ 25 Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.

4652. Intercept - ⭐ 25 The control layer for AI agents. Intercept enforces hard limits on every MCP tool call before execution. Rate limits, spend caps, access controls. Open source.

4653. prometheus-mcp - ⭐ 25 A Model Context Protocol (MCP) server implementation that provides AI agents with programmatic access to Prometheus metrics via a unified interface.

4654. linux-command-mcp - ⭐ 25 MCP server and client for running Linux commands

4655. ib-mcp-cache-server - ⭐ 25 Memory Cache Server for use with supported MCP API Clients.

4656. nix-mcp-servers - ⭐ 25 A nix flake for configuring Model Context Protocol (MCP) servers across supported AI assistant clients

4657. TrueNorth - ⭐ 25 Declare the outcome, skip the logic. The developer-first infrastructure engine for structured, multi-turn AI conversations with built-in safety, async follow-ups, and native compliance

4658. chancery - ⭐ 25 The identity provider for AI agents — registry, scoped delegation, in-path MCP enforcement, instant revocation, tamper-evident audit.

4659. mcp-task-manager-server - ⭐ 25 A local Model Context Protocol (MCP) server providing backend tools for client-driven project and task management using a SQLite database.

4660. ai-cli-mcp - ⭐ 25 MCP server to run Claude, Codex, and Gemini CLI agents in the background from any MCP client.

4661. awesome-agent-skills-mcp - ⭐ 25 MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more. Works with Claude, GitHub Copilot, and any MCP client.

4662. anafpy - ⭐ 25 Typed async Python clients + MCP server for Romania’s ANAF web services: e-Factura, e-Transport, and public taxpayer lookups.

4663. Synaptic - ⭐ 25 Auditable code intelligence for AI agents - map dependencies, predict change impact, select the right tests, and verify refactors before they ship.

4664. TrueNorth - ⭐ 24 Declare the outcome, skip the logic. The developer-first infrastructure engine for structured, multi-turn AI conversations with built-in safety, async follow-ups, and native compliance

4665. csv-editor - ⭐ 24 Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-save, and 39 pandas-powered tools. Works with Claude, ChatGPT, Cursor, Windsurf, Claude Code, and any MCP-compatible client. Built on FastMCP 3

4666. mcp-stdio-guard - ⭐ 24 Catch stdout pollution and handshake failures in MCP stdio servers before clients do.

4667. mcp-chain-of-draft-server - ⭐ 24 Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning.

4668. Unlock-your-agents-potential-with-Model-Context-Protocol-PostgreSQL-Workshop - ⭐ 24

4669. opnsense-mcp-server - ⭐ 24 A Model Context Protocol (MCP) server implementation for managing OPNsense firewalls. This server allows Claude and other MCP-compatible clients to interact with all features exposed by the OPNsense API.

4670. n8n-AI-agent-DVM-MCP-client - ⭐ 24 An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.

4671. mcp-server-semgrep - ⭐ 24 MCP Server Semgrep is a Model Context Protocol compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface.

4672. python-sequential-thinking-mcp - ⭐ 24 A Python implementation of the Sequential Thinking MCP server using the official Model Context Protocol (MCP) Python SDK. This server facilitates a detailed, step-by-step thinking process for problem-solving and analysis.

4673. MCP - ⭐ 24 The EduBase MCP server enables Claude and other LLMs to interact with EduBase’s comprehensive e-learning platform through the Model Context Protocol (MCP).

4674. DeepResearchMCP - ⭐ 24 Deep Research MCP is an intelligent research assistant built on the Model Context Protocol (MCP) that performs comprehensive, multi-step research on any topic.

4675. mcp-template-dotnet - ⭐ 24 This repository contains a template for creating a Model Context Protocol (MCP) applications in .NET.

4676. Awesome-MCP - ⭐ 24 Awesome-MCP Servers & Clients & Funny things

4677. calendar-mcp - ⭐ 24 This project implements a Python-based MCP (Model Context Protocol) server that acts as an interface between Large Language Models (LLMs) and the Google Calendar API. It enables LLMs to perform calendar operations via natural language requests.

4678. readwise-vector-db - ⭐ 24 Turn your Readwise library into a blazing-fast, self-hosted semantic search engine – complete with nightly syncs, vector search API, Prometheus metrics, and a streaming MCP server for LLM clients.

4679. k6-mcp-server - ⭐ 24 k6 MCP server

4680. bzm-mcp - ⭐ 24 Official BlazeMeter MCP Server for AI-driven performance testing

4681. mcp-client-agent - ⭐ 24 CLI that uses DSPy to interact with MCP servers.

4682. roo-logger - ⭐ 24 An MCP server for logging activity in Roo Code/Cline.

4683. identity-spec - ⭐ 24 AGNTCY Identity allows to onboard, create and verify identities for Agents, Model Context Protocol (MCP) Servers and Multi-Agent Systems (MASs).

4684. cursor-db-mcp - ⭐ 24 Model Context Protocol server for querying Cursor chat history

4685. lua-resty-mcp - ⭐ 24 Model Context Protocol SDK implemented in Lua for OpenResty

4686. solana-mcp - ⭐ 24 A comprehensive Solana MCP (Model Context Protocol) server for analyzing memecoins, tracking trends, and providing AI-powered insights using cultural analysis and on-chain data.

4687. Claude-Code-MCP-Manager - ⭐ 24 A comprehensive tool to manage Model Context Protocol (MCP) configurations for Claude code

4688. metmuseum-mcp - ⭐ 24 Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York

4689. html-to-markdown-mcp - ⭐ 24 MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages and convert them to clean, formatted Markdown.

4690. agentgate - ⭐ 24 Approval workflows for AI agents

4691. WikidataMCP - ⭐ 24 Model Context Protocol for Wikidata

4692. WikidataMCP - ⭐ 24 Model Context Protocol for Wikidata

4693. mcp-cmd - ⭐ 24 CLI for calling successive MCP Server tools

4694. Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine - ⭐ 24 🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Powered by MCP-Protocol & LLM reasoning. High-frequency arbitrage on Solana, Base, and EVM L2s. Built by Cortex Software Labs.

4695. Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine - ⭐ 24 🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Powered by MCP-Protocol & LLM reasoning. High-frequency arbitrage on Solana, Base, and EVM L2s. Built by Cortex Software Labs.

4696. codemesh - ⭐ 24 The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP servers with intelligent TypeScript execution and auto-augmentation

4697. mcp-rss-aggregator - ⭐ 24 Model Context Protocol Server for aggregating RSS feeds in Claude Desktop

4698. cf-mcp-client - ⭐ 24 Tanzu Platform Chat

4699. context-lens - ⭐ 24 Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.

4700. langchain-mcp-tools-ts - ⭐ 24 MCP to LangChain Tools Conversion Utility / TypeScript

4701. hs-mcp - ⭐ 24 Haskell server/client for MCP (Model Context Protocol)

4702. arxiv-reader-mcp - ⭐ 24 Want to search arXiv papers, fetch metadata, and extract full-text PDFs without leaving your editor? This MCP server connects any MCP-compatible client (Claude Code, etc.) directly to arXiv.

4703. factorly - ⭐ 24 Factorly is a local runtime for agent tool chains. It manages tool calls, injects credentials from an encrypted vault, enforces governance rules, and logs everything. Your agent sees workflows, tools, and data. Secrets stay secret.

4704. slack-mcp-client - ⭐ 24 An MCP client for slack in Typescript

4705. lumerical-fdtd-mcp - ⭐ 24 Control Ansys Lumerical FDTD from MCP-capable AI clients

4706. mcp-ts - ⭐ 24 An MCP client library for building conversational AI applications with dynamic tool discovery for context-efficient agents.

4707. jsonv-ts - ⭐ 24 JSON Schema builder and validator for TypeScript with static type inference, Hono middleware for OpenAPI generation and validation, and MCP server/client implementation. Lightweight, dependency-free, and built on Web Standards.

4708. seats.aero-mcp-server - ⭐ 24 MCP server allowing clients to interface with the seats.aero API

4709. SRE-agent - ⭐ 24 Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrates LangChain, LangGraph, and MCP servers to enable automated SRE tasks in cloud-native environments.

4710. google-scholar-mcp - ⭐ 24 An MCP server for Google Scholar written in TypeScript with Streamable HTTP

4711. consensus-mcp - ⭐ 24 Official MCP server for Consensus. Search 220M+ peer-reviewed research papers from Claude, ChatGPT, Cursor, and any MCP client.

4712. web-search-mcp - ⭐ 24 A comprehensive, production-ready research server (MCP). Provide your LLM clients with real-time access to the web, data, and more.

4713. nlweb-net - ⭐ 23 The official .NET 9 implementation of the NLWeb protocol for building natural language web interfaces with support for List, Summarize, and Generate query modes, plus Model Context Protocol (MCP) integration for AI clients.

4714. mcp-server-amazon-bedrock - ⭐ 23 Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images

4715. Model-Context-Protocol - ⭐ 23

4716. jigsawstack-mcp-server - ⭐ 23 Model Context Protocol Server that allows AI models to interact with JigsawStack models!

4717. cortex - ⭐ 23 A declarative platform for building Model Context Protocol (MCP) servers in Golang—exposing tools, resources & prompts in a clean, structured way

4718. paraview_mcp - ⭐ 23 ParaView-MCP integrates multimodal LLMs with ParaView via Model Context Protocol, enabling natural language control of scientific visualizations. The agent observes the viewport for visual feedback, making complex visualization tool accessible to all users while providing intelligent automation for experts.

4719. lineshopping-api-mcp - ⭐ 23 Model Context Protocol (MCP) server for the LINE SHOPPING API. Enables AI agents and tools to manage products, inventory, orders, and settlements on LINE SHOPPING via auto-generated MCP tools from the official OpenAPI spec.

4720. home-assistant-mcp - ⭐ 23 A Model Context Protocol (MCP) integration that enables AI assistants to search for and control Home Assistant devices through natural language commands in Cursor.

4721. mcp-twitter-server - ⭐ 23 Model Context Protocol Server for Accessing twitter

4722. mcp-community - ⭐ 23 Easily run, deploy, and connect to MCP servers

4723. mcp-pa-ai-agent - ⭐ 23 A personal assistant AI agent built with the Model Context Protocol (MCP)

4724. lightdash-mcp-server - ⭐ 23 A MCP(Model Context Protocol) server that accesses to Lightdash

4725. balldontlie-mcp - ⭐ 23 An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB

4726. autotask-mcp - ⭐ 23 MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and more

4727. codeprism - ⭐ 23 An experimental, 100% AI-generated, high-performance code intelligence server providing AI assistants with a graph-based understanding of codebases.

4728. agent-studio-starter - ⭐ 23 Stop building AI agents from scratch. Bootstrap starter Agent app with LangGraph, CopilotKit, and beautiful Generative UIs.

4729. mcp-web-scraper - ⭐ 23 The Decodo MCP server which enables MCP clients to interface with services.

4730. mcp-scan - ⭐ 23 Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.

4731. room-mcp - ⭐ 23 Allow MCP clients like claude-desktop to use rooms to coordinate with other agents

4732. flutter-ai-labs - ⭐ 23 A curated collection of LLM-powered Flutter apps built using RAG, AI Agents, Multi-Agent Systems, MCP, and Voice Agents.

4733. your-money-left-the-chat - ⭐ 23 A Rust + MCP powered financial tracker that knows exactly where your money ghosted you.

4734. aws-s3-mcp - ⭐ 23 MCP server to integrate AWS S3 and LLM

4735. swift-mcp - ⭐ 23 Full-featured Swift SDK for Model Context Protocol servers and clients

4736. mcp-framework - ⭐ 23 Rust MCP framework for building AI agents

4737. ollama-pi-chat - ⭐ 23 A secure, local-first desktop client for Ollama and Pi agentic AI. Features an ultra-compact offline RAG engine for indexing massive book libraries, MCP tool integration, sandboxed custom skills, PDF extraction, and macOS daemon support.

4738. mcp-server - ⭐ 23 Official MCP server for Paper’s trading platform - enables AI assistants to interact with Paper’s API

4739. kiro-professional-toolkit - ⭐ 23 ⚡ The most complete Kiro IDE toolkit — 34 AI Agents, 32 Expert Hooks, 50 Skills, 22 Steering Rules & 44 MCP Integrations. From React to Rust, Spring to GraphQL — production-grade workflows, one install.

4740. obsidian-http-mcp - ⭐ 23 First HTTP-native MCP server for Obsidian - Compatible with any MCP client (Claude Code, Codex, Gemini, etc.) without stdio bugs

4741. davinci-mcp-professional - ⭐ 23 An enterprise-grade MCP server that exposes the full functionality of DaVinci Resolve and DaVinci Resolve Studio (through version 20) to either Claude Desktop or Cursor MCP clients. Fully configured and tested as a Claude Desktop Extension making installation as easy as clicking a button. Supports both Windows and Macintosh.

4742. mcp-observer-server - ⭐ 23 An MCP server that provides server-to-client notifications for file changes that the client subscribes to

4743. mcp-client-and-proxy - ⭐ 23 A universal MCP client with proxying feature to interact with MCP Servers which support STDIO transport.

4744. mcp_documents_reader - ⭐ 23 Model Context Protocol (MCP) server exposes tools to read multiple document types including DOCX, PDF, Excel, and TXT. This has been tested on Trae Desktop.

4745. conductor - ⭐ 23 Manage MCP server configs across AI coding clients

4746. AynOps - ⭐ 23 An Open Sourced Model Context Protocol (MCP) Local server that gives AI Clients real-time cybersecurity reconnaissance capabilities

4747. pi-mcp - ⭐ 23 Pi extension for OpenCode-style MCP client support

4748. korea-stock-analyzer-mcp - ⭐ 23 Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative valuation ranges for Claude, Cursor and any MCP client

4749. opensuitemcp - ⭐ 23 Model Context Protocol (MCP) client for NetSuite ERP. Connect AI models to your business data.

4750. eleven.shopping - ⭐ 22 ElevenLabs Agent with Storefront MCP UI Server & MCP UI client

4751. aisdk-mcp-bridge - ⭐ 22 Bridge package enabling seamless integration between Model Context Protocol (MCP) servers and AI SDK tools. Supports multiple server types, real-time communication, and TypeScript.

4752. MCP-123 - ⭐ 22 The easiest possible implementation of an MCP server and client. Set up a server or a client in 2 lines of code.

4753. nobitex-mcp-server - ⭐ 22 a Model Context Protocol (MCP) server that provides access to cryptocurrency market data from the Nobitex API.

4754. mcp-server-oracle - ⭐ 22 Model Context Protocol server to access oracle database

4755. higress-ops-mcp-server - ⭐ 22 A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.

4756. Elysia-mcp - ⭐ 22 Model Context Protocol (MCP) Server for Bun and Elysia

4757. mcp-flux-studio - ⭐ 22 A Model Context Protocol server for Flux image generation, providing tools for image generation, manipulation, and control

4758. DANP-Engine - ⭐ 22 A trusted AI Model Context Protocol (MCP) runtime for secure, decentralized AI tools and services.

4759. mcp-sse-authenticated-cloud-run - ⭐ 22 Host an Model Context Protocol SSE deployment on Cloud Run, Authenticating with IAM.

4760. MobSF-MCP - ⭐ 22 a Node.js-based Model Context Protocol implementation for MobSF

4761. async-mcp - ⭐ 22 A minimalistic async Rust implementation of the Model Context Protocol (MCP).

4762. mcpagentai - ⭐ 22 Python SDK designed to simplify interactions with MCP (Model Context Protocol) servers. It provides an easy-to-use interface for connecting to MCP servers, reading resources, and calling tools

4763. p5js-ai-editor - ⭐ 22 A modern, web-based IDE for creating and editing p5.js sketches with AI assistance and Model Context Protocol (MCP) integration for Claude Desktop.

4764. biznagafest-mcp - ⭐ 22 MCP Servers en Málaga con salero

4765. dbt-docs-mcp - ⭐ 22 MCP (model context protocol) server for interacting with dbt Docs

4766. awesome-mcp - ⭐ 22 A collection of mcp servers/client/sdks

4767. mcp-knowledge-base - ⭐ 22 MCP agent/client/server implementation for private knowledge base

4768. teamcity-mcp - ⭐ 22 Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.

4769. mcp-prompt-optimizer - ⭐ 22 Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies

4770. perplexity-mcp-server - ⭐ 22 A Perplexity API MCP server that unlocks Perplexity’s search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.

4771. jenkins-mcp-enterprise - ⭐ 22 The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance management, AI-powered failure analysis, vector search, and configurable diagnostics for complex CI/CD pipelines.

4772. IoT-Edge-MCP-Server - ⭐ 22 MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Modbus devices and industrial equipment into a single AI-orchestrable API. Features real-time monitoring, alarms, time-series storage and actuator control.

4773. spectrawl - ⭐ 22 The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.

4774. Jiva - ⭐ 22 Jiva is a CLI-first, open source autonomous AI agent and open alternative to Claude. Built in TypeScript with a three-agent architecture (Manager, Worker, Client), it autonomously plans and executes tasks from your terminal. Supports MCP servers, a built-in Skills system, and Jiva Personas - a plugin framework fully compatible with Claude Plugins.

4775. gemini-mcp-client - ⭐ 22 A MCP (Model Context Protocol) client that uses Google Gemini AI models for intelligent tool usage and conversation handling. Tested working nicely with Claude Desktop as an MCP Server currently. Based on untested AI gen code by a non-coder use at own risk.

4776. gumroad-mcp - ⭐ 22 A Model Context Protocol (MCP) server implementation for Gumroad API

4777. unity-mcp - ⭐ 22 A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.

4778. retyc-cli - ⭐ 22 Official CLI client for Retyc with MCP server

4779. hecate - ⭐ 22 AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised agents.

4780. istat_mcp_server - ⭐ 22 MCP server to query Italian statistics (ISTAT) via SDMX API — compatible with any MCP client

4781. daiv - ⭐ 22 Your AI-powered SWE teammate, built into your git workflow

4782. mcp-ai-agent - ⭐ 21 A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities. This library integrates with the AI SDK to provide a seamless way to connect to MCP servers and use their tools in AI-powered applications.

4783. pixelpanda-mcp - ⭐ 21 MCP server for PixelPanda — 31 AI image processing tools for Claude Desktop, Cursor & other MCP clients

4784. ffmpeg-mcp-lite - ⭐ 21 MCP server for video/audio processing via FFmpeg - convert, compress, trim, extract audio, add subtitles

4785. supabase-mcp-client - ⭐ 21 Supabase MCP client react app with Tambo

4786. MCP_A2A - ⭐ 21 A2A MCP Server is a lightweight Python bridge that lets Claude Desktop or any MCP client talk to A2A agents. It provides three tools: register servers, list agents, and call an agent, enabling quick integration of A2A-compatible agents with zero boilerplate for rapid prototyping.

4787. grumpydev-mcp - ⭐ 21 Let the grumpy senior dev review your code with this MCP server

4788. bridge-mcp - ⭐ 21 Open Source MCP gateway and proxy for Model Context Protocol (MCP) servers with enterprise authentication and service discovery

4789. mcpsharepoint - ⭐ 21 Model Context Protocol server that provides access to Organisational SharePoint.

4790. command-executor-mcp-server - ⭐ 21 Model Context Protocol Server for Safely Executing Pre-approved Commands

4791. emqx-mcp-server - ⭐ 21 A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction.

4792. mcp-sentry - ⭐ 21 A Model Context Protocol server for retrieving and analyzing issues from Sentry.io

4793. mcp-korean-spell - ⭐ 21 MCP(Model Context Protocol) server designed for Korean spell checking

4794. DocsRay - ⭐ 21 Lightweight PDF Q&A tool powered by RAG (Retrieval-Augmented Generation) with MCP (Model Context Protocol) Support.

4795. MCPRules - ⭐ 21 A powerful Model Context Protocol (MCP) server that manages and serves programming guidelines and rules. This server integrates with development tools to provide consistent coding standards across projects.

4796. code-context-mcp - ⭐ 21 A Model Context Protocol (MCP) server for providing code context from git repositories

4797. mcp-deepseek-demo - ⭐ 21 deepseek 结合 mcp 场景，最小用例，包括 client and server

4798. mcp-server-memos-py - ⭐ 21 A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos.

4799. Air-Quality-Trends-Analysis-Project - ⭐ 21 Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting (SARIMAX), and integrates an LLM-based planning agent with tiered access, secure APIs, and PDF reporting.

4800. heuristic-mcp - ⭐ 21 Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

4801. mcp-link - ⭐ 21 Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

4802. PDB-MCP-Server - ⭐ 21 A Model Context Protocol (MCP) server that provides access to the Protein Data Bank (PDB) - the worldwide repository of information about the 3D structures of proteins, nucleic acids, and complex assemblies.

4803. codex-mcp-tool - ⭐ 21

4804. mcp-diagnostics-extension - ⭐ 21 VS Code extension that exposes diagnostic problems via Model Context Protocol (MCP) for AI agents and tools

4805. registry - ⭐ 21 The BioContextAI Registry for biomedical MCP servers

4806. archmcp - ⭐ 21 archmcp - MCP Architectural Snapshot Server and Knowledge Graph

4807. agentidentityprotocol - ⭐ 21 Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enforcement proxy for MCP with Human-in-the-Loop approval, DLP scanning, and audit logging.

4808. uk-case-law-mcp-server - ⭐ 21 MCP server for UK case law using The National Archives API. Enables LLMs to search, retrieve, and cite UK legal judgments.

4809. codeTree - ⭐ 21 MCP server with 23 tools for structured code understanding via tree-sitter. 10 languages. 999 tests. One-command install.

4810. turn-mcp - ⭐ 21 Achieve infinite conversation turns in a single API request via turn-mcp. Self-hosted MCP server with browser console for human-in-the-loop AI agents.

4811. knowledgebase-mcp - ⭐ 21 BioContextAI Knowledgebase MCP server for biomedical agentic AI

4812. mcp-kling - ⭐ 21 🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI videos directly from Claude.

4813. skill-to-mcp - ⭐ 21 Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioContextAI

4814. dsers-mcp-product - ⭐ 21 An open-source MCP server to automate DSers product import, bulk edit variants, and push to Shopify/Wix/WooCommerce using AI. Supports AliExpress, Alibaba, 1688.

4815. ARBuilder - ⭐ 21 AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG

4816. mcp-file-operations-server - ⭐ 21 A Model Context Protocol (MCP) server that provides enhanced file operation capabilities with streaming, patching, and change tracking support.

4817. mcp - ⭐ 21 A fetch API based TypeScript SDK for MCP

4818. open-code-review - ⭐ 21 🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.

4819. mcp-server-client-demo - ⭐ 21 Streamable HTTP based MCP server and Client demo with auto registry, Dockerfile setup and env.

4820. supabase-mcp-client - ⭐ 21 Supabase MCP client react app with Tambo

4821. mcp-libsql - ⭐ 21 Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.

4822. github-repos-manager-mcp - ⭐ 21 GitHub Repos Manager MCP Server that enables your MCP client (e.g., Claude Desktop, Roo Code, etc.) to interact with GitHub repositories using your GitHub personal access token.

4823. strategy-mcp - ⭐ 21 strategy-mcp is an open source MCP server that exposes professional-grade product strategy frameworks as structured tools. Any MCP-compatible AI assistant (Claude, Cursor, Cline) can install it and immediately get access to structured strategy analysis, RICE, JTBD, competitive positioning, assumption mapping, and more.

4824. pycentauri - ⭐ 21 Python client, CLI, and MCP server for the Elegoo Centauri Carbon 3D printer

4825. emceepee - ⭐ 21 MCP server to dynamically connect to other MCP servers & exposes the entire MCP protocol via tool calls. Ideal for testing MCPs during development or accessing MCP Server features from clients that do not support notifications, resource templates, prompts or elicitations.

4826. webclaw - ⭐ 21 A WebMCP-native browser agent that runs inside your real Chrome — control it from Claude, Cursor, and any MCP client

4827. mcp-server-templates - ⭐ 21 A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

4828. kanboard-mcp - ⭐ 21 Transform your Kanboard.org into an AI-powered project management powerhouse! This plugin enables complete control over Kanboard through the Model Context Protocol (MCP), allowing AI assistants like Cursor, Claude, and other MCP clients to manage your projects through natural language commands.

4829. mcp-mux - ⭐ 20 Configure MCP servers once, connect every AI client through a single local gateway

4830. docdex - ⭐ 20 A document index with MCP, http and client support. https://docdex.org/

4831. mcp-free-usdc-transfer - ⭐ 20 MCP (Model Context Protocol) server - free usdc transfer powered by Coinbase CDP

4832. cucumberstudio-mcp - ⭐ 20 MCP Server for Cucumber Studio

4833. agent-mcp - ⭐ 20 MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

4834. mcp-frontend - ⭐ 20 Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to use

4835. eraser-io-mcp-server - ⭐ 20 A Python MCP (Model Context Protocol) server and CLI tool to render diagrams using the Eraser API.

4836. MCP-Agent - ⭐ 20 Connect to any MCP servers using agents

4837. hasmcp-ce - ⭐ 20 HasMCP Community Edition

4838. gh-mcp - ⭐ 20 A GitHub CLI extension that seamlessly runs the github-mcp-server using your existing gh authentication. Eliminates manual PAT setup by automatically retrieving GitHub credentials and launching the MCP server with proper authentication.

4839. gpt2099.nu - ⭐ 20 a Nushell cross.stream extension to interact with LLMs and MCP servers

4840. lyra-tool-discovery - ⭐ 20 AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configure your own discovery, let GPT or Claude analyze the API or MCP or any tool, get ready-to-ship plugin configs. Zero manual work.

4841. mcp-server-microsoft-paint - ⭐ 20

4842. mcpbi - ⭐ 20 PowerBI MCP server to give LLM clients (Claude, GH Copilot,etc) context from locally running PowerBI Desktop instances.

4843. hoot - ⭐ 20 MCP Testing Tool — Like Postman, but for the Model Context Protocol.

4844. SimpleMcp.Demo - ⭐ 20 Simplest Possible Demo for Building MCP Server & Client

4845. MCP-Development-with-Rust - ⭐ 20 This comprehensive learning resource provides two complete tutorials for mastering Model Context Protocol (MCP) development with Rust. From beginner-friendly introductions to production-ready enterprise applications, these tutorials guide you through every aspect of building robust MCP servers.

4846. tax-invoice-mcp - ⭐ 20 电子发票MCP 数电发票MCP

4847. ia-na-pratica - ⭐ 20 IA na Prática: LLM, RAG, MCP, Agents, Function Calling, Multimodal, TTS/STT e mais

4848. openinstaflow - ⭐ 20 OpenInstaFlow — An MCP server that exposes the Instagram Graph API to any MCP client (Claude Desktop, Claude Code, Cursor )

4849. XcodeMCPWrapper - ⭐ 20 MCP that makes Xcode 26.3’s MCP compatible with Cursor and other strict MCP-spec-compliant clients

4850. mcp-server-runner - ⭐ 19 A WebSocket server implementation for running Model Context Protocol (MCP) servers. This application enables MCP servers to be accessed via WebSocket connections, facilitating integration with web applications and other network-enabled clients.

4851. guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks - ⭐ 19 Comprehensive, scalable ML inference architecture using Amazon EKS, leveraging Graviton processors for cost-effective CPU-based inference and GPU instances for accelerated inference. Guidance provides a complete end-to-end platform for deploying LLMs with agentic AI capabilities, including RAG and MCP

4852. mcpx - ⭐ 19 苹果 MCP 工具 ✅

4853. mcp-yfinance - ⭐ 19 MCP Server for fething yfinance financial data into Claude Desktop

4854. mcp - ⭐ 19 A crate for making MCP (Model Context Protocol) compatible programs with rust

4855. mcp-server-mariadb - ⭐ 19 An mcp server that provides read-only access to MariaDB.

4856. openapi2mcptools - ⭐ 19 OpenAPI specifications => MCP (Model Context Protocol) tools

4857. termlink - ⭐ 19 MCP server for shell and terminal operations

4858. it-tools-mcp - ⭐ 19 A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https://github.com/CorentinTh/it-tools

4859. short-url - ⭐ 19 简单易用的短链接生成工具，完全开源、免费、无需登录，可私有化部署，链接永久有效！

4860. bonnard - ⭐ 19 Open-source agentic schema for reliable data outputs. Query data through MCP and via our SDK. Create apps, embed data or just simply explore through your preferred agent.

4861. toolkit-mcp-server - ⭐ 19 A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

4862. spectrawl - ⭐ 19 The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.

4863. mcp-agent - ⭐ 19 Lightweight, focused utilities to manage connections and execute MCP tools with minimal integration effort. Use it to directly call tools or build simple agents within your current architecture.

4864. unified-gateway-mcp - ⭐ 19 Unified MCP Gateway Platform, Marketplace & Custom MCPs

4865. subcog - ⭐ 19 Persistent memory system for AI coding assistants. Captures decisions, learnings, and context from coding sessions. Features hybrid search (semantic + BM25), MCP server integration, SQLite persistence with knowledge graph, and proactive memory surfacing. Written in Rust.

4866. builtwith-api - ⭐ 19 TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.

4867. better-notion-mcp - ⭐ 19 Markdown-first MCP server for Notion API - composite tools optimized for AI agents

4868. mcp-anything - ⭐ 19 One command to turn any codebase into an MCP server

4869. nanobanana-mcp - ⭐ 19 Gemini Vision & Image Generation MCP for Claude Desktop and Claude Code

4870. awesome-mcp-security - ⭐ 19 Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, toxic flows, and attack surface risks. Updated daily. 🛡️

4871. pophive-mcp-server - ⭐ 19 Featured on Claude! MCP server for accessing near real-time health data from Yale’s PopHIVE platform, as well as additional HHS/CDC data

4872. mcp-spotify-player - ⭐ 19 MCP server to manage Spotify from MCP clients

4873. openpyxl-mcp-server - ⭐ 19 A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files.

4874. Augmented-Nature-UniProt-MCP-Server - ⭐ 19 A comprehensive Model Context Protocol (MCP) server providing advanced access to the UniProt protein database.

4875. mcp-server-codegraph - ⭐ 19 MCP server for graph representation of a codebase

4876. bambu-printer-mcp - ⭐ 19 MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, and direct printer control

4877. slm-mesh - ⭐ 19 Peer-to-peer communication for AI coding agents. 8 MCP tools, full CLI, Python client. Part of the Qualixar research initiative by Varun Pratap Bhardwaj.

4878. Agentic-AI-Tutorial - ⭐ 19 Step-by-step guide to building agentic AI systems with LangGraph and MCP — from basic LLM calls to multi-node agents that reason, plan, and use real tools.

4879. davinci-mcp-professional - ⭐ 19 An enterprise-grade MCP server that exposes the full functionality of DaVinci Resolve and DaVinci Resolve Studio (through version 20) to either Claude Desktop or Cursor MCP clients. Fully configured and tested as a Claude Desktop Extension making installation as easy as clicking a button. Supports both Windows and Macintosh.

4880. signal-mcp-client - ⭐ 19 An MCP client that uses signal for sending and receiving messages.

4881. mcp-this - ⭐ 19 mcp-this lets you turn any command-line tool into an MCP tool and create structured prompt templates that any MCP Client (e.g. Claude Desktop) can use. er for any command

4882. Frontapp-MCP - ⭐ 19 MCP server and client for Frontapp

4883. salesforce-mcp-lib - ⭐ 19 Salesforce MCP Library is a local stdio bridge for Salesforce MCP endpoints using OAuth client credentials, featuring a reusable Apex MCP library and JSON-RPC 2.0 core.

4884. auxilia - ⭐ 19 A lightweight web MCP client designed to host your MCP-powered AI assistants. auxilia is designed to only support remote MCP servers.

4885. easymcp - ⭐ 18 A high performance MCP client sdk for python

4886. sufetch - ⭐ 18 Type-safe OpenAPI clients with MCP server for AI-driven API exploration

4887. mcp-copilot - ⭐ 18 A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through automatic routing.

4888. Devmind-MCP - ⭐ 18 DevMind MCP provides persistent memory capabilities for AI assistants through the Model Context Protocol (MCP). It enables AI to remember context across conversations, automatically track development activities, and retrieve relevant information intelligently.

4889. seedream-image-mcp - ⭐ 18 🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力，让AI生成的页面不再单调！

4890. mcp-chat-studio - ⭐ 18 A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Claude, Gemini). Test, debug, and develop MCP servers with a modern UI.

4891. mcp-chain-of-draft-prompt-tool - ⭐ 18 MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM

4892. titanmind-whatsapp-mcp - ⭐ 18 A WhatsApp marketing and messaging tool MCP (Model Control Protocol) service using Titanmind. Handles free-form messages (24hr window) and template workflows automatically

4893. awesome-dxt-mcp - ⭐ 18 🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude Desktop. Discover, share, and contribute to the growing ecosystem of AI-powered local tools and automations.

4894. cmcp - ⭐ 18 A command-line utility for interacting with MCP servers.

4895. mcp-chatbot - ⭐ 18 MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers

4896. toolhive-catalog - ⭐ 18 ToolHive’s registry catalog of MCP servers

4897. rigour - ⭐ 18 The immune system for AI coding agents

4898. robotmem - ⭐ 18 Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.

4899. speclock - ⭐ 18 AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude’s adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open source.

4900. agentify - ⭐ 18 Agent Interface Compiler — One command. Every agent speaks your product. Transform OpenAPI specs into MCP Servers, Skills, CLAUDE.md, AGENTS.md, and more.

4901. arxiv-mcp-server - ⭐ 18 MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.

4902. mcp-gateway - ⭐ 18 Transform any HTTP endpoint into an MCP server. Aggregate multiple MCP servers, manage configuration profiles, and serve them through a unified gateway with multi-tenant isolation.

4903. mcp-obsidian - ⭐ 18 simple mcp server for interacting with local obsidian notes

4904. ContextOS - ⭐ 18 Unified MCP context intelligence platform — pip-installable CLI that absorbed 6 foundational repos. Context engineering for AI agents.

4905. local-mcp-gateway - ⭐ 18 Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, and profile-based tool management

4906. sveltekit-mcp-starter - ⭐ 18

4907. mistr-agent - ⭐ 18 A MCP client that enables Mistral AI models to autonomously execute complex tasks across web and local environments through standardized agentic capabilities.

4908. MCP-Manager-GUI - ⭐ 18 MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

4909. amazon-seller-mcp - ⭐ 18 Transform Your Amazon Business with AI - The first Model Context Protocol (MCP) client that seamlessly connects Claude and other AI agents to Amazon’s Selling Partner API, enabling intelligent automation of your entire seller workflow from inventory management to listing optimization.

4910. deep-research - ⭐ 17 A minimalist deep research framework for any OpenAI API compatible LLMs.

4911. model-context-protocol-survey - ⭐ 17 Model Context Protocol (MCP)

4912. GUARDRAIL - ⭐ 17 GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits

4913. mcp-email-client - ⭐ 17 Email Client as MCP Server. Feature: multiple configuration, more than just gmail

4914. smartlead-mcp-server - ⭐ 17 Local version of Smartlead MCP for quick download and deployment to MCP compatible clients or n8n.

4915. mcp-http-client-example - ⭐ 17 Simple example client demonstrating how to connect to MCP servers over HTTP (SSE)

4916. jiki - ⭐ 17

4917. askit - ⭐ 17 LLM Function Calling Library and CLI with Support for MCP Servers

4918. youtube-mcp-server - ⭐ 17 Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖

4919. mcp-server-prometheus - ⭐ 17 MCP server for interacting with Prometheus

4920. mcp-koii - ⭐ 17 MCP Server for Teenage Engineering EP-133 KO-II

4921. context-engineering - ⭐ 17 🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant’s long-term memory starts here.

4922. docmole - ⭐ 17 Dig through any documentation with AI - MCP server for Claude, Cursor, and other AI assistants

4923. autowpmcp - ⭐ 17 AutoWP MCP (Model Context Protocol) server connects Claude to WordPress site and allows users to ask Claude to write blog posts and automatically publish them to WordPress sites.

4924. mcpforge - ⭐ 17

4925. mcp-ecosystem - ⭐ 17 MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS

4926. lightdash_mcp - ⭐ 17 mcp server for lightdash

4927. mcp-graphql-forge - ⭐ 17 MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.

4928. osmmcp - ⭐ 17 OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.

4929. CereBro - ⭐ 17 A model-agnostic MCP Client-Server for .Net and Unity

4930. github-to-mcp - ⭐ 17 Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, GraphQL & REST APIs for Claude Desktop, Cursor, Windsurf, Cline & VS Code. AI-powered code generation creates type-safe TypeScript/Python MCP servers. Zero config setup - just paste a repo URL. Built for AI assistants & LLM tool integration.

4931. FocusRelayMCP - ⭐ 17 Talk to your OmniFocus tasks. An OmniFocus MCP server that lets AI assistants query your tasks, projects, and tags using natural language—no more clicking through endless lists.

4932. extract-llms-docs - ⭐ 17 Extract documentation for AI agents from any site with llms.txt support. Features MCP server, REST API, batch processing, and multiple export formats.

4933. video-research-mcp - ⭐ 17 Give Claude Code 41 research & video tools with one command. Video analysis, deep research, content extraction, explainer video creation, and Weaviate vector search — powered by Gemini 3.1 Pro.

4934. nasa - ⭐ 17 Go client library for NASA APIs: APOD, NeoWs, DONKI, NASA Image Library, SSD/CNEOS, EONET. Supports built-in rate-limiting, a CLI & MCP Server

4935. mcp_client - ⭐ 17

4936. videocapture-mcp - ⭐ 17 Model Context Protocol (MCP) server to capture images from an OpenCV-compatible webcam or video source

4937. qmt-mcp-server - ⭐ 17 基于 QMT 平台股票行情的 MCP 服务器，用于提供股票市场数据下载和查询的功能。

4938. mcp-server-python-template - ⭐ 17 This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It’s designed to make AI-assisted development of MCP tools easier and more efficient.

4939. mcp-web-client - ⭐ 17 A web-based client for connecting to MCP servers with OAuth support

4940. programmatic-tool-calling-ai-sdk - ⭐ 17 ⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool call round-trips, generate JavaScript to orchestrate tools in Vercel Sandbox. Supports Anthropic, OpenAI, 100+ models via AI Gateway. Novel MCP Bridge for external service integration.

4941. mcp-client-cli - ⭐ 16 cli-based program to run llm prompt and mcp

4942. claude-vigil-mcp - ⭐ 16 🏺 An MCP server for checkpointing and file recovery in Claude Code

4943. oneshot - ⭐ 16 Anthropic MCP client for macOS

4944. lite-mcp-client - ⭐ 16 Lite-MCP-Client是一个基于命令行的轻量级MCP客户端工具

4945. EasyMCP - ⭐ 16 A beginner-friendly client for the MCP (Model Context Protocol). Connect to SSE, NPX, and UV servers, and integrate with OpenAI for dynamic tool interactions. Perfect for exploring server connections and chat enhancements.

4946. mcp-installer - ⭐ 16 Simplifies the installation and management of MCP (Model Context Protocol) servers across different AI clients.

4947. appvector-mcp - ⭐ 16 This MCP server provides programmatic access to AppVector’s powerful APIs, enabling you to integrate ASO insights directly into your development and marketing workflows through any MCP Client

4948. protocols-io-mcp-server - ⭐ 16 An MCP server that enables MCP clients like Claude Desktop to interact with data from protocols.io.

4949. mcp-progressive-agentskill - ⭐ 16 AgentSkill - Progressive MCP client with three-layer lazy loading. Validates AgentSkills.io pattern for efficient token usage.

4950. create-mcp - ⭐ 16 CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools.

4951. aica - ⭐ 16 aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.

4952. go-mcp - ⭐ 16 Go library for implementing the Model Context Protocol (MCP).

4953. QCX - ⭐ 16 Language to Maps

4954. grok-faf-mcp - ⭐ 16 MCP server for xAI Grok — read and serve .faf project context. npm: grok-faf-mcp

4955. mcp-jest - ⭐ 16 Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

4956. mcp-client-gen - ⭐ 16 Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth 2.1 and multi-provider support

4957. penpot-mcp-server - ⭐ 16 MCP server for Penpot - Connect AI assistants to Penpot design platform via Model Context Protocol

4958. pentest-mcp-server - ⭐ 16 MCP server for penetration testing

4959. MCP-Analyzer - ⭐ 16 An MCP server to read MCP logs to debug directly inside the client

4960. drf-mcp-docs - ⭐ 16 API documentation via MCP for AI coding agents

4961. outlook-mcp - ⭐ 16 MCP server for Microsoft Office 365 Outlook – email, calendar & SharePoint integration for Claude, ChatGPT, and AI assistants via Microsoft Graph API

4962. mcpdog - ⭐ 16 🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers through a single interface. Perfect for Claude Desktop, Claude Code, Cursor, Gemini CLI & AI assistants. Web dashboard, auto-detection, unified proxy layer.

4963. puppeteer-mcp-server - ⭐ 16 Self-hosted Puppeteer MCP server with remote SSE access, API key authentication, and Docker deployment. Complete tool suite for browser automation via Model Context Protocol.

4964. mcp-salesforce - ⭐ 16 🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.

4965. shodan-mcp - ⭐ 16 Shodan MCP server for Claude, Cursor & VS Code. 20 tools for passive reconnaissance, CVE/CPE intelligence, DNS analysis, and device search. 4 tools work free without an API key. OSINT and vulnerability research from your IDE.

4966. webmcp-react - ⭐ 16 React hooks for exposing your app’s functionality as WebMCP tools - transport-agnostic, SSR-safe, Strict Mode safe, W3C spec-aligned

4967. vite-plugin-mcp-client-tools - ⭐ 16 Pluggable Vite MCP plugin that brings client-side tools to your existing Vite setup

4968. openapi-to-mcp - ⭐ 16 Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, Streamable HTTP - for AI clients calling your REST API.

4969. reporelay - ⭐ 16 A self-hosted code context engine for MCP.

4970. mcp-server-unitycatalog - ⭐ 16 Unity Catalog AI Model Context Protocol Server

4971. claude-mcp-scheduler - ⭐ 16 Use Claude API to prompt remote agents on a cron interval but use local MCPs to handle tool calls for context

4972. google-mcp - ⭐ 16 Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP

4973. sample-multi-tenant-saas-mcp-server - ⭐ 16 Multi-Tenant remote MCP server with Amazon Cognito and remote client with Amazon Bedrock hosted on AWS

4974. SchemaPin - ⭐ 16 The SchemaPin protocol for cryptographically signing and verifying AI agent tool schemas to prevent supply-chain attacks.

4975. Ai-doctor - ⭐ 16 🧑‍⚕️ Ai智能医生聊天助手-这是一个前端基于Vue3、TS、后端基于Nest.js、MongoDB、Redis、Milvus并结合大模型、RAG等技术实现的医疗库智能问答系统，能结合大模型的生成能力和上传的专业医疗领域知识库针对提问给出专业回答。同时具备工具调用能力，可使用MCP集成网页爬取能力让大模型根据网址对应的医疗领域文章进行分析和输出。

4976. arxiv-mcp-server - ⭐ 16 arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.

4977. mcp-client-for-weather-example - ⭐ 15 一个MCP客户端实践：实现LLM调用天气MCP服务端查询天气的快速示例

4978. faf - ⭐ 15 FAF specification — IANA-registered AI context format (application/vnd.faf+yaml)

4979. mcp-server - ⭐ 15 An MCP server providing an interface for MCP clients to access data within Harper.

4980. django-firebase-mcp - ⭐ 15 A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).

4981. claude-server - ⭐ 15 Claude Server is an MCP implementation that enhances Claude’s capabilities by providing sophisticated context management across sessions, enabling persistent knowledge organization through hierarchical project contexts and continuous conversation threads stored in a well-structured ~/.claude directory.

4982. pinmeto-location-mcp - ⭐ 15 PinMeTo MCP server that enables users with authorized credentials to unlock their data

4983. npm-search-mcp-server - ⭐ 15 MCP server for searching npm packages

4984. mcp-tui - ⭐ 15 MCP host app w/ textual user interface, in Python

4985. mcp-turso-cloud - ⭐ 15 🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations, making it easy to manage and query Turso databases directly from LLMs.

4986. cursor-feedback-extension - ⭐ 15 Save your Cursor monthly quota! Unlimited AI interactions in one conversation via MCP feedback loop.

4987. the-academy - ⭐ 15 A Socratic dialogue engine for AI agents.

4988. mcp - ⭐ 15 MCP server for Local Falcon’s local SEO and AI visibility platform: geo-grid rank tracking, campaign management, and competitor analysis via Model Context Protocol

4989. opentargets-mcp - ⭐ 15 MCP server for Open Targets Data

4990. Convert-Markdown-PDF-MCP - ⭐ 15 Markdown To PDF Conversion MCP

4991. mcp-server-subagent - ⭐ 15 MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)

4992. automagik-tools - ⭐ 15 From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human

4993. hive-crypto-mcp - ⭐ 15 Hive Intelligence Crypto MCP | The Ultimate Cryptocurrency MCP for AI Assistants - Unified access to crypto, DeFi, and Web3 analytics

4994. companies-house-mcp - ⭐ 15 🇬🇧🏦 MCP server for UK Companies House API - Search companies, retrieve detailed information, filing history, officers, and charges data through the Model Context Protocol

4995. chatgpt-app-typescript-template - ⭐ 15 ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context Protocol (MCP), with a Node.js server and React widgets.

4996. ultrathink - ⭐ 15 MCP server for sequential thinking and complex problem-solving. Built iteratively using itself. Features confidence scoring, assumption tracking, and multi-session support.

4997. django-mcp - ⭐ 15 Connect Django apps to AI assistants with Model Context Protocol. Simple decorators expose models, admin functions, and custom tools to Claude and other AI assistants.

4998. gsd-task-manager - ⭐ 15 Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into what’s urgent and what’s important, so you can finally get stuff done without burning out. It’s simple, visual, and works entirely offline.

4999. agent-board - ⭐ 15 Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MCP server + auto-retry + audit trail. Built for autonomous AI agent teams.

5000. cuba-memorys - ⭐ 15 🧠 Persistent memory MCP for AI agents — Knowledge graph + Hebbian learning + Anti-hallucination. 12 tools, 1 dependency, zero manual setup.

5001. opentrace - ⭐ 15 Self-hosted observability server with 75+ MCP tools. Ingest logs, connect Postgres, monitor servers — then debug it all from Claude, Cursor, or any MCP client.

5002. gemma-mcp - ⭐ 15 MCP Client for Gemma-3

5003. mcp-bundler - ⭐ 15 Is the MCP configuration too complicated? You can easily share your own simplified setup!

5004. memoryOSS - ⭐ 15 Persistent long-term memory for AI agents. Local proxy + MCP memory layer for Claude, Codex, and OpenAI-compatible clients.

5005. webmcp-sh - ⭐ 15 A modern web-based Model Context Protocol (MCP) playground for testing and developing MCP servers and clients

5006. mcp-server - ⭐ 15 Official ConfigCat Model Context Protocol (MCP) Server

5007. mcp-time - ⭐ 15 MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities

5008. systemprompt-mcp-core - ⭐ 14 The core MCP extension for Systemprompt MCP multimodal client

5009. llm-sse-mcp-demo-2025 - ⭐ 14 This project demonstrates the integration between LLM clients and MCP (Model Context Protocol) servers using Server-Sent Events (SSE) for real-time communication.

5010. ntfy-mcp-server - ⭐ 14 An MCP (Model Context Protocol) server designed to interact with the ntfy push notification service. It enables LLMs and AI agents to send notifications to your devices with extensive customization options.

5011. mcpterm - ⭐ 14 An MCP tool server that provides stateful, TUI-compatible terminal sessions.

5012. work-memory-mcp - ⭐ 14 Never lose context again - persistent memory management system for AI-powered workflows across multiple tools

5013. mcp-ipfs - ⭐ 14 🪐 MCP IPFS Server

5014. mcp-server-gemini-pro - ⭐ 14 A state-of-the-art Model Context Protocol (MCP) server that provides seamless integration with Google’s Gemini AI models. This server enables Claude Desktop and other MCP-compatible clients to leverage the full power of Gemini’s advanced AI capabilities.

5015. MCP-Platform - ⭐ 14 A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs

5016. mcp-config-editor - ⭐ 14 A simple GUI for managing MCP servers, for easy toggle mcp servers.

5017. deep-directory-tree-mcp - ⭐ 14 Powerful Model Context Protocol (MCP) implementation for visualizing directory structures with real-time updates, configurable depth, and smart exclusions for efficient project navigation

5018. dx-toolkit - ⭐ 14 Open-source toolkit enabling developers to integrate You.com’s AI capabilities into their workflows

5019. mcp-perplexity-server - ⭐ 14 A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API, seamlessly integrated with the Claude desktop client.

5020. jadx-mcp-server - ⭐ 14 A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool

5021. vmware-esxi-mcp - ⭐ 14 Professional Model Context Protocol (MCP) server for VMware ESXi hypervisor management. Enterprise-ready solution with secure interfaces for ESXi operations, VM lifecycle management, and infrastructure monitoring.

5022. webfetch-mcp - ⭐ 14 Live Web Access for Your Local AI — Tunable Search & Clean Content Extraction

5023. domain-search-mcp - ⭐ 14 Zero-config domain availability MCP for Claude & ChatGPT. AI suggestions, premium/auction detection via GoDaddy, RDAP/WHOIS fallback. Stdio + HTTP.

5024. dav-mcp - ⭐ 14 Transform AI agents into orchestrating assistants managing calendars, contacts, and tasks

5025. mcp-safe-run - ⭐ 14 Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without modifying them.

5026. phabricator-mcp - ⭐ 14 MCP server for Phabricator

5027. openalex-research-mcp - ⭐ 14 MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track research trends, and map collaboration networks

5028. claude-praetorian-mcp - ⭐ 14 ⚜️ An MCP server for context compaction and recycling in Claude Code

5029. swift-skeleton - ⭐ 14 Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations. MCP server for Claude Code.

5030. memory-visualizer - ⭐ 14 Interactive visualizer for Anthropic’s Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.

5031. WAIaaS - ⭐ 14 Wallet-as-a-Service for all AI agents in the world

5032. x402-deploy - ⭐ 14 Turn any API or MCP server into a paid service with x402

5033. ai-mate - ⭐ 14 AI development assistant MCP server for Symfony projects

5034. mcp-security-checklist - ⭐ 14 MCP is being adopted rapidly. Security guidance is lagging behind. This checklist gives security engineers, platform teams, and technical leaders a clear, actionable baseline for securing MCP deployments , whether you’re shipping an internal tool or a customer-facing AI agent.

5035. llms-txt-generator - ⭐ 14 The ultimate AI-powered generator for llms.txt and llms-full.txt files.

5036. MCPScan - ⭐ 14 Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE vectors, SSRF, session hijacking, and supply chain vulnerabilities across stdio, HTTP, and SSE transports.

5037. toolhive-registry-server - ⭐ 14 An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.

5038. KunAvatar - ⭐ 14 基于ollama推理框架本地部署的Agent应用，实现MCP工具调用，短长期记忆等功能。|| A locally deployed agent application built on the Ollama, featuring MCP tool integration along with both short-term and long-term memory support.

5039. signoz-mcp-server - ⭐ 14 Connect your Signoz Instance with Cursor, Claude Desktop or any other MCP Compatible Client

5040. mcphawk - ⭐ 14 MCPHawk is a new Logging & Monitoring solution for Model Context Protocol (MCP) traffic, providing deep visibility into MCP client-server interactions. It started off as a mix between Wireshark and mcpinspector, purpose-built for the MCP ecosystem, and is now slowly turning into something more.

5041. ckan-mcp-server - ⭐ 14 A Model Context Protocol (MCP) server for the CKAN API that enables browsing and managing CKAN data portals through MCP-compatible clients.

5042. java-xiaohongshu-mcp - ⭐ 14 Java 实现的小红书 Model Context Protocol (MCP) 工具服务 为 AI Agent / MCP Client 提供标准化接口，实现： 登录、发图文、发视频、搜索、评论、推荐内容、用户主页 等核心功能

5043. ex_mcp - ⭐ 14 Model Context Protocol (MCP) and Agent Client Protocol (ACP) client/server library for Elixir

5044. google-mcp-remote - ⭐ 14 Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP

5045. obsidian-cli-rest - ⭐ 14 Control your Obsidian vault programmatically. This plugin turns all Obsidian CLI commands into a local HTTP API and MCP server, letting you automate your workflow from scripts, tools, and AI assistants.

5046. mcp-toggl - ⭐ 14 MCP server for Toggl Track integration with intelligent caching and reporting tools

5047. mcpskills-cli - ⭐ 14 Generate Agent Skills from MCP server tools. Connects via Streamable HTTP, discovers tools, and outputs a skill with schema docs and a call script in the language of your choice.

5048. bookmark-manager-mcp - ⭐ 14 A lightweight Model Context Protocol (MCP) server that provides persistent bookmark management for Claude and other MCP-compatible clients. Features categorized storage, resource discovery, and seamless integration with your AI workflow.

5049. mcp-perplexity-server - ⭐ 14 A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API, seamlessly integrated with the Claude desktop client.

5050. XcodeMCPKit - ⭐ 14 Xcode MCP proxy with multi-client sessions

5051. mcp-client-compatibility - ⭐ 14

5052. langgraph-mcp-dataanalysis - ⭐ 14 DataAnalysis Agent using LangGraph & MCP server and client

5053. Rube - ⭐ 13 Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like “Send an email” or “Create a task.”

5054. nest-mcp - ⭐ 13 Build Model Context Protocol (MCP) servers, clients, and gateways using the NestJS ecosystem you already know.

5055. spring-ai-mcp-deepseek - ⭐ 13 使用 Spring AI 整合 MCP 服务，包括 MCP server 和 deepseek client

5056. llamacppMCPClientDemo - ⭐ 13 standalone react MCP client using SSE

5057. mcp-chat-client - ⭐ 13 基于高德地图MCP服务的聊天客户端

5058. mcp-client-laravel - ⭐ 13 Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond-tier Laravel partner). Used by LarAgent and other frameworks to enable AI agent functionality.

5059. mcp-more - ⭐ 13 A modern desktop application for managing Model Context Protocol (MCP) servers.

5060. easy-mcp-use - ⭐ 13 Easy-MCP-Use is the open source TypeScript library to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or application clients.

5061. mcp-test-client - ⭐ 13 MCP Test Client is a TypeScript testing utility for Model Context Protocol (MCP) servers.

5062. mongo-mcp - ⭐ 13 MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB

5063. memory-mcp-server - ⭐ 13 A MCP (Model Context Protocol) server providing long-term memory for LLMs

5064. mcp-web-search-tool - ⭐ 13 A MCP server providing real-time web search capabilities to any AI model.

5065. prompt-engineer-mcp-server - ⭐ 13 Write 10x better prompts using Prompt Engineer MCP server.

5066. mcp_review_code_tool - ⭐ 13 A code review tool based on Model Context Protocol (MCP) that leverages OpenAI’s capabilities for intelligent code analysis and review. | 基于模型上下文协议(MCP)的代码审查工具，利用OpenAI的能力进行智能代码分析和审查。

5067. sherpa - ⭐ 13 Chat with any codebase with MCP servers in a single command

5068. codepilot - ⭐ 13 A multi-agent CLI tool powered by Swarms-rs and Composio

5069. openwebui-mcp-setup - ⭐ 13 Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Automated setup generation, Docker support, beginner-friendly. Any AI assistant can instantly convert MCP configs to working Open Web UI integrations.

5070. mcp-meme-sticky - ⭐ 13 Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.

5071. AgentStack - ⭐ 13 AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP orchestration for scalable AI systems. Focuses on financial intelligence, RAG pipelines, observability, and secure governance.

5072. devtap - ⭐ 13 Bridge build/dev process output to AI coding sessions via MCP — supports Claude Code, Codex, OpenCode, Gemini CLI, and aider

5073. vector_mcp - ⭐ 13 A server implementation for the Model Context Protocol (MCP) in Ruby.

5074. RAG-MCP - ⭐ 13 Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action

5075. pentesting-cyber-mcp - ⭐ 13 🔐 50+ MCP Security Servers for AI-Powered Pentesting | Integrate Nmap, Burp Suite, Nuclei, Shodan, BloodHound, Semgrep, Trivy | Model Context Protocol for Cybersecurity

5076. taiga-ui-mcp - ⭐ 13 Taiga UI MCP server providing documentation search and scaffolding tools.

5077. owl-mcp - ⭐ 13 MCP server for OWL applications

5078. mcp-delphi - ⭐ 13 Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.

5079. mcp-server-weather-js - ⭐ 13 Simple Weather MCP Server Example

5080. inspector - ⭐ 13 Modern MCP Inspector for remote mcp servers with support for Apps SDK

5081. istek - ⭐ 13 The API client built for AI agents. HTTP, GraphQL, gRPC, WebSocket, MQTT + MCP.”

5082. mcp-server-template - ⭐ 13 Spec-driven Go MCP server template for building domain MCPs with AI-agent onboarding.

5083. obsidian-mcp-server - ⭐ 13 MCP server for Obsidian vault management - enables Claude and other AI assistants to read, write, search, and organize your notes

5084. llama-nexus - ⭐ 13 A gateway service designed to manage and orchestrate OpenAI-compatible API servers with MCP support.

5085. claude-tools-mcp - ⭐ 13 MCP server that exposes Claude Code’s file and shell tools (bash, read, write, edit, glob, grep) over HTTP for remote use by any MCP client

5086. sift-gateway - ⭐ 13 Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON for MCP and CLI agents.

5087. temple-bridge - ⭐ 13 The Sovereign Stack: MCP server binding local AI capabilities with governance protocols. 100% local operation with memory, conscience, and recursive observation.

5088. lm - ⭐ 13 Offload Tasks from Claude to your Local LLM With Houtini-LM - uses OpenAPI for LM Studio and Ollama Compatibility. Save tokens by offloading some grunt work for your API - our tool description helps claude decide what work to assign and why.

5089. Tinvo - ⭐ 13 LLM AI Client based on Blazor. (openai, chatgpt, llama, ollama, onnx, deepseekr1…)

5090. cie - ⭐ 13 Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)

5091. claude-faf-mcp - ⭐ 13 Anthropic MCP server for .faf — 33 tools, IANA-registered format. npm: claude-faf-mcp. MCP Registry #2759

5092. credit-optimizer-v5 - ⭐ 13 Credit Optimizer v5 for Manus AI - Save 30-75% on credits. Free MCP Server (PyPI) + $9 Manus Skill. Audited across 53 scenarios. Zero quality loss.

5093. n8n-coolify-mcp-tools - ⭐ 13 This workflow leverages the Community n8n MCP Client and my new Coolify MCP Server to interact with your Coolify infrastructure using MCP (Model Context Protocol).

5094. mcp-client-langchain-ts - ⭐ 13 Simple MCP Client CLI Implementation Using LangChain ReAct Agent / TypeScript

5095. GitLab-CICD-Agent - ⭐ 13 agentic-cicd is an AI-powered multi-agent system that automates GitLab CI/CD workflows using natural language. Built with LangGraphJS, it connects to GitLab via OAuth, interprets user intent, generates pipelines, and executes deployments — all orchestrated by autonomous AI agents and backed by a GitLab MCP server.

5096. openalgo-mcp - ⭐ 13 Documentation

5097. agent-hub - ⭐ 13 Agent Hub is an AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP), it provides intelligent automation through specialized AI agents, seamlessly integrating with GitHub, Azure, security tools, and data processing

5098. claude-qdrant-mcp - ⭐ 13 Local-first TypeScript MCP server for Qdrant with client isolation, LM Studio integration, and scalable document workflows.

5099. magento-coding-standard-mcp - ⭐ 13 MCP server that teaches AI assistants Magento 2 coding standards — validate code, look up correct patterns, check security, and apply theme-specific rules (Hyva, Luma, Breeze, Porto). Works with Claude, Cursor, Gemini CLI, VS Code Copilot, and any MCP-compatible client.

5100. pentest-mcp-server - ⭐ 13 ⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.

5101. locus - ⭐ 13 Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claude Code, and other MCP-compatible clients.

5102. SQL_MCP_Server - ⭐ 13 SQLGenius is an AI-powered SQL assistant that converts natural language to SQL queries using Vertex AI’s Gemini Pro. Built with MCP and Streamlit, it provides an intuitive interface for BigQuery data exploration with real-time visualization and schema management.

5103. vault-sync - ⭐ 13 Headless Obsidian Sync client with MCP server for AI assistants

5104. league-client-mcp - ⭐ 13 Connect Claude, Antigravity to League Client via MCP & Pengu Loader.

5105. mcpup - ⭐ 13 MCP configuration manager — enable, disable, and sync MCP servers across AI clients from one place

5106. DevoChat - ⭐ 13 Unified Web AI Chat UI & MCP Client

5107. mcp-auth-helper - ⭐ 13 Standalone OAuth helper for MCP servers with client allowlists (Figma, etc.) - works with OpenCode without forking

5108. sarvam-mcp-server - ⭐ 12 talk to sarvam APIs directly, without code.

5109. st_rag_mcp - ⭐ 12 MCP streamlit client with RAG support for tool search

5110. mcp-server-manager - ⭐ 12 A tool to create, build, and manage MCP servers for use with Claude and other MCP clients

5111. MCP-Client-Server-for-agents - ⭐ 12 This project demonstrates a Model Context Protocol (MCP) server and client implementation in .NET

5112. xcf - ⭐ 12 Xcode MCP Server xcf is a 100% Swift based allowing you to integrate Xcode with your favorite AI IDE or MCP Client

5113. CursorMCPMonitor - ⭐ 12 Real-time monitoring tool for Model Context Protocol (MCP) interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges between LLM clients and servers. Supports log rotation, pattern matching, and color-coded event visualization.

5114. proxy-base-agent - ⭐ 12 A stateful agent with 100% reliable tool use. Build custom agents on any LLM with guaranteed state consistency.

5115. create-mcp-server-kit - ⭐ 12 Scaffold a production-ready Model Context Protocol (MCP) server in seconds.

5116. MIST - ⭐ 12 MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication.

5117. PackageFlow - ⭐ 12 A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable by AI via MCP.

5118. snowflake-mcp-server - ⭐ 12 MCP Server for connecting to Snowflake with read-only questions

5119. mcp-server-webscan - ⭐ 12 A Model Context Protocol (MCP) server for web content scanning and analysis. This server provides tools for fetching, analyzing, and extracting information from web pages.

5120. agent-identity-protocol - ⭐ 12 Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enforcement proxy for MCP with Human-in-the-Loop approval, DLP scanning, and audit logging.

5121. b00t - ⭐ 12 🥾 b00t: state of the art agentic harness tooling & dynamic context initialization

5122. jenkins-mcp-server - ⭐ 12 An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

5123. openagentidentityprotocol - ⭐ 12 Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enforcement proxy for MCP with Human-in-the-Loop approval, DLP scanning, and audit logging.

5124. cv-resume-builder-mcp - ⭐ 12 AI-powered CV and resume builder using Model Context Protocol. Automatically sync your achievements from Jira, Credly, LinkedIn, and git. Keep your CV always up-to-date.

5125. MCPGateway - ⭐ 12 Open-source MCP server — progressive tool discovery, code execution, intelligent routing & token optimization across 50+ tools

5126. mcp-interactive-terminal - ⭐ 12 MCP server that gives AI agents (Claude Code, Cursor, Windsurf) real interactive terminal sessions — REPLs, SSH, databases, Docker, and any interactive CLI with clean output and smart completion detection

5127. kiro-powers - ⭐ 12 Repository of custom kiro powers. https://kiro.dev/docs/powers/

5128. guildbridge - ⭐ 12 🏰 Remotely hosted MCP server for Discord

5129. porkbun-mcp-server - ⭐ 12 MCP server implementation for managing domains, DNS, and SSL via the Porkbun API.

5130. local-history-mcp - ⭐ 12 MCP server for accessing VS Code/Cursor’s Local History

5131. claude-context-local - ⭐ 12 🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% local.

5132. biomed-agent - ⭐ 12 Connecting AI agent to biomedical data

5133. nodebench-ai - ⭐ 12 NodeBench MCP - 260-tool Model Context Protocol server with progressive discovery, agent-as-a-graph embeddings, research optimization, and adaptive web scraping. Monorepo: MCP server + Convex backend + React frontend.

5134. mcp-for-woocommerce - ⭐ 12 WooCommerce MCP Server — WordPress community plugin implementing the Model Context Protocol (MCP) for WooCommerce. Supports STDIO and HTTP streamable transport, with optional JWT authentication. Based on Automattic’s official WordPress MCP. This plugin is not affiliated with Automattic.

5135. asap-protocol - ⭐ 12 Standard protocol for agent-to-agent communication with stateful orchestration, MCP-compatible and a public marketplace to discover and register agents.

5136. scorable-mcp - ⭐ 12 MCP for Scorable Evaluation Platform

5137. Hoofy - ⭐ 12 Hoofy — AI development companion MCP server. Persistent memory, spec-driven development, adaptive change pipeline, Clarity Gate. 32 tools, single Go binary, zero deps.

5138. wamcp - ⭐ 12 WhatsApp MCP Server — Connect AI agents to WhatsApp via Model Context Protocol. 61 tools, 10 resources, 12 real-time events. Supports Baileys (WhatsApp Web) and Cloud API. Built with TypeScript, BullMQ, and Docker.

5139. mcp-client-langchain-py - ⭐ 12 Simple MCP Client CLI Implementation Using LangChain ReAct Agent / Python

5140. ggMCP4VSCode - ⭐ 12 Google Gemini Model Context Protocol (MCP) Client for VS Code. Connect AI assistants to local context & tools.

5141. langchain-mcp-tools-ts-usage - ⭐ 12 MCP Tools Usage From LangChain ReAct Agent / Example in TypeScript

5142. mcp-chat-widget - ⭐ 12 Configure, host and embed MCP-enabled chat widgets for your website or product. Lightweight and extensible Chatbase clone to remotely configure and embed your agents anywhere.

5143. Opencollab-mcp - ⭐ 12 AI-powered open source contribution matchmaker — finds perfect “good first issues” matched to YOUR skills

5144. openclaw-mcp-server - ⭐ 12 MCP server exposing OpenClaw Gateway tools to Claude Code and other MCP-compatible clients

5145. mcp-trace - ⭐ 12 A TUI to probe the calls between MCP client and server

5146. openclaw-mcp-bridge - ⭐ 12 OpenClaw MCP Client Plugin - bridges MCP servers into OpenClaw via registerTool

5147. mcp_client_rust - ⭐ 12

5148. robotmcp_client - ⭐ 12 Connect AI models like Claude & GPT with robots using MCP and ROS.

5149. nestjs-mcp - ⭐ 11 An opinionated MCP module for NestJS

5150. mcp-server-kintone - ⭐ 11 MCP server for kintone

5151. md2confluence-mcp - ⭐ 11 MCP server to upload Markdown to Confluence. Auto-converts Mermaid diagrams, code blocks, images, and tables.

5152. swift-context-protocol - ⭐ 11 swift-context-protocol is a Swift-based implementation of the Model Context Protocol (MCP) for AI contexts. It leverages Swift’s distributed actor model to enable type-safe, asynchronous remote invocation of tools, resources, and prompts.

5153. context-kit - ⭐ 11 A CLI tool and MCP client, used to create spec files for AI coding agents with context baked in

5154. MCP_Client - ⭐ 11

5155. trebuchet - ⭐ 11 A MUD/MUCK/MUSH chat client with MCP/GUI support.

5156. systemprompt-mcp-gmail - ⭐ 11 A specialized Model Context Protocol (MCP) server that enables you to search, read, delete and send emails from your Gmail account, leveraging an AI Agent to help with each operation. Optimized for Systemprompt MCP Voice client.

5157. mcp-client-app - ⭐ 11 A mcp client chat application built for learning purposes

5158. mcp-browser-automation - ⭐ 11 Model Context Protocol based AI Agent that runs a browser from Claude desktop

5159. simple-nodejs-mcp-client - ⭐ 11 This is a study repository for implementing a Model Context Protocol (MCP) client. It features a simple interactive MCP client implemented in Node.js.

5160. oauth-callback - ⭐ 11 Lightweight OAuth 2.0 authorization code capture for CLI tools & desktop apps. Works with Node.js, Deno, Bun. MCP SDK ready.

5161. semantictool - ⭐ 11 tool management service for performing vector tool calling at scale.

5162. mcpconnect - ⭐ 11 Inspect and debug Model Context Protocol servers directly in your browser.

5163. locust-mcp-server - ⭐ 11 A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments.

5164. mcp-boilerplate - ⭐ 11 A powerful, production-ready MCP server implementing the Model Context Protocol with robust SSE transport, built-in tools, and comprehensive error handling. Seamlessly connect AI models to data sources with enterprise-grade stability and performance.

5165. emcp - ⭐ 11 A framework for building simple MCP servers with custom middleware

5166. polaris - ⭐ 11 Distributed AI Agent Framework

5167. glm5-mcp - ⭐ 11 Reduce Claude Desktop consumption by 10x - Integrate Z.ai’s GLM-5 (744B params) with Claude via MCP for intelligent task delegation

5168. french-tax-mcp - ⭐ 11 MCP server for French tax calculations and information - enables AI assistants to provide accurate French tax guidance

5169. springboot-ai-mcp-example - ⭐ 11 Example Spring AI Model Context Protocol (MCP)

5170. mcp-space - ⭐ 11 MCP Space is a no-code platform for building and deploying AI tools using the Model Context Protocol (MCP). Create powerful AI agents through an intuitive chat interface without writing code, then deploy with one click to Cloudflare Workers. Combines a Next.js frontend with Google ADK backend for a seamless AI development experience.

5171. druid-mcp-server - ⭐ 11 A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot and Spring AI, this server enables seamless integration between AI assistants and Apache Druid through standardized MCP protocol.

5172. mcpkit - ⭐ 11 Easy to use Official MCP Registry Client UI. npx @cybertheory/mcpkit

5173. prometheus-protocol - ⭐ 11 The trust layer for the open agentic web—giving AI agents a passport, a bank account, and a trusted marketplace to securely interact with the world.

5174. gtm-mcp - ⭐ 11 MCP server for Google Tag Manager: read tags/triggers/variables, publish containers, and audit changes via Claude/Gemini.

5175. mcp-express-adapter - ⭐ 11 Run multiple MCP clients on a NodeJS Express server (adapter/middleware)

5176. nautobot_mcp - ⭐ 11 Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.

5177. mcp-coroot - ⭐ 11 MCP server for Coroot observability platform - integrate monitoring, troubleshooting, and configuration tools with AI agents

5178. chromadb-remote-mcp - ⭐ 11 Remote MCP server for ChromaDB

5179. msty-admin-mcp - ⭐ 11 AI-powered administration for Msty Studio Desktop. 24 MCP tools for database insights, config sync, local model orchestration, and Claude handoff workflows.

5180. miro-mcp-server - ⭐ 11 MCP server for controlling Miro whiteboards with AI assistants

5181. qurio - ⭐ 11 Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallucinations in software development workflows.

5182. fathom-mcp - ⭐ 11 Model Context Protocol server for Fathom AI - access meeting recordings, transcripts, summaries, teams, and webhooks

5183. auto-mcp-client - ⭐ 11 基于Spring AI 封装了 mcp-client 服务，目的使web网页智能体也能通过 stdio 和 HTTP SSE（Server-Sent Events） 与 MCP Server 进行交互。项目实现了自动化的连接管理机制，包括自动初始化连接、健康检查、超时关闭以及链接复用等功能

5184. unity-mcp-template - ⭐ 11 Simple template project for controlling Unity via MCP

5185. keycloak-mcp - ⭐ 11 MCP server that integrates with Keycloak, allowing you to manage Keycloak users and realms through a standardized protocol. It uses the official Keycloak Admin Client to interact with Keycloak’s API.

5186. AMS - ⭐ 11 Audit Memory System (AMS): Durable orchestration and memory layer for MCP clients.

5187. mcp-oidc-provider - ⭐ 11 Open-sourced mcp-oidc-provider: a minimal, vendor-neutral OIDC layer that sits between MCP clients and your upstream IdP (Auth0/Clerk/Okta).

5188. openmessage - ⭐ 11 Open-source Google Messages client with AI tools (MCP). SMS + RCS from your desktop.

5189. lol-client-mcp - ⭐ 11 League of Legends Game Client API MCP Server

5190. mcp-optimizer - ⭐ 11 MCP server that acts as an intelligent intermediary between AI clients and multiple MCP servers

5191. llmcore - ⭐ 11 Qt C++ library for working with AI/LLM Providers and MCP

5192. mcp-shopline - ⭐ 11 MCP server wrapping the Shopline Open API into 143 AI-callable tools (75 read + 68 write) for e-commerce operations. Built for Claude Code, Claude Desktop, and any MCP-compatible AI client.

5193. AIFoundry-MCPConnector-FabricGraphQL - ⭐ 11 MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.

5194. mcp-bibliotheque_nationale_de_France - ⭐ 11 Un serveur MCP (Model-Client-Protocol) pour accéder à l’API Gallica de la Bibliothèque nationale de France (BnF) et générer des rapports de recherche séquentiels.

5195. GitIntel-MCP-Server - ⭐ 11 A Git intelligence MCP server built with Node.js and TypeScript that analyzes local Git repositories to surface insights like hotspots, churn, temporal coupling, knowledge maps, and risk scoring. Designed for AI agents, it exposes repository analytics tools through the Model Context Protocol (MCP) while keeping all data local and read-only.

5196. bio-agents-mcp - ⭐ 11 MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

5197. alexa-mcp-server - ⭐ 11 amazon alexa mcp server for poke🌴 and other mcp client

5198. mcpHTTPClient - ⭐ 11 An MCP client in pure MATLAB code

5199. openchatwidget - ⭐ 11 AI chat widget in your web app. Supports MCP as a client.

5200. miniflux-mcp - ⭐ 11 A Model Context Protocol (MCP) server for interacting with Miniflux RSS reader.

5201. commvault-mcp-server - ⭐ 11 A Model Context Protocol (MCP) server for interacting with Commvault software.

5202. streamdeck-mcp - ⭐ 11 MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions

5203. pipulate - ⭐ 10 Local First AI SEO Software on Nix, FastHTML & HTMX

5204. mcp-client - ⭐ 10 A custom Model Context Protocol (MCP) Client interface with integrated LLM agent chat capabilities built with Next.js and the Vercel AI SDK

5205. kroki-mcp - ⭐ 10 Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagram definitions (PlantUML, Mermaid, and more) into images via a Kroki backend. Designed for simplicity and flexibility, it supports both local and remote Kroki servers, offers configurable settings, and outputs multiple formats – making it ideal for developers building AI

5206. mcp-wikipedia - ⭐ 10 MCP server to give client the ability to access Wikipedia pages

5207. taskboard - ⭐ 10 Local project management with Kanban UI, CLI, and MCP server for AI assistants. SQLite-backed, single binary, installable via Homebrew.

5208. langchain-mcp-client - ⭐ 10 🦜🔗 LangChain Model Context Protocol (MCP) Client

5209. mcp_client_openai - ⭐ 10 适配Openai SDK构建MCP Client

5210. mcp-serverman - ⭐ 10 a cli/mcp server tool for managing mcp server json config file with version control, profiles and multi-client support

5211. py-mcp-sse - ⭐ 10 MCP Client 与 MCP Server基于SSE方式的样例实现（Python版本）

5212. emotion_ai - ⭐ 10 The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations, sociobiological reasoning, autonomous subsystem processing with a Gemini flash model so the main model is less taxed, is a MCP client with adaptive tool learning and MCP server.

5213. mcp-server-blog - ⭐ 10 Example of a MCP implementation using TypeScript and OAuth.

5214. mcp-agent-proxy - ⭐ 10 An MCP server that exposes local and remote agents across different servers as MCP tools.

5215. mcp-kit - ⭐ 10 MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to use

5216. CodeCompass - ⭐ 10 CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

5217. mode-manager-mcp - ⭐ 10 MCP Memory Agent Server - A VS Code chatmode and instruction manager with library integration

5218. mcp-reporter - ⭐ 10 mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools.

5219. mcp-starter-template-ts - ⭐ 10 TypeScript starter template for building Model Context Protocol (MCP) servers, designed to help developers create secure and robust AI-agent-compatible services.

5220. rec-us-mcp-server - ⭐ 10 Book a San Francisco tennis court via MCP server w/ auth

5221. mcp-demo - ⭐ 10 URL MCP is a proof of concept stateless MCP server builder that allows users to build MCP servers without writing or hosting code. It’s intended for protocol and security experimentation rather than for building real world MCP integrations.

5222. AgentX-mcp-servers - ⭐ 10 List of open sourced MCP servers. MIT license. Managed by AgentX with love.

5223. mcp-tradovate - ⭐ 10 MCP server for the Tradovate platform

5224. mcp-claude-hackernews - ⭐ 10 An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

5225. glasses-mcp - ⭐ 10 Glasses MCP is a simple MCP server that lets your AI agent see and capture the web 👓

5226. ObsidianMCPServer - ⭐ 10 A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obsidian vault

5227. mcp-sys-bridge - ⭐ 10 An implementation of the Model Context Protocol (MCP), acting as a simple bridge to native OS functionalities like clipboard management and URL handling.

5228. sec-edgar-agentkit - ⭐ 10 AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intelligent agents with LangChain, MCP-use, Gradio, Dify, and smolagents to analyze financial statements, insider trading, and company filings.

5229. context-engineering-mcp - ⭐ 10 Context Engineering is a MCP server that gives AI agents perfect understanding of your codebase. Eliminates context loss, reduces token usage, and generates comprehensive feature plans in minutes. Compatible with Cursor, Claude Code, and VS Code.

5230. mcp-sqlite-server - ⭐ 10 These are MCP server implementations for accessing a SQLite database in your MCP client. There is both a SDIO and a SSE implementation.

5231. mcp-go - ⭐ 10 Golang impl of mcp protocol

5232. mcpet - ⭐ 10 This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care and interaction.

5233. mcp-spring-ai-mcp-client - ⭐ 10 使用java实现mcp client了解底层的调用机制，demo示例

5234. awesome-mcp - ⭐ 10 🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.

5235. Simple_MCP_Client - ⭐ 10 Simple MCP Client for OpenAI/Deepseek R1/V3

5236. awesome-mcp - ⭐ 10 A carefully curated collection of high-quality tools, libraries, research papers, projects, and tutorials centered around Model Context Protocol (MCP) — a novel paradigm designed to enable modular, adaptive coordination between large language models (LLMs) and external tools or data contexts.

5237. openapi-mcp-swagger - ⭐ 10 Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to searchable MCP server | AI-powered endpoint discovery & code generation | Works with Cursor, Claude, VS Code

5238. mcp-chaos-rig - ⭐ 10 A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry, all from a web UI.

5239. notification-mcp - ⭐ 10 A Model Context Protocol server that allows AI agents to play a notification sound via a tool when a task is completed.

5240. adonis-mcp - ⭐ 10 An AdonisJS package for building remote MCP servers

5241. genkit-mcp-client-blender - ⭐ 10 An MCP Client for interfacing with the Blender MCP Server built with Firebase Genkit and Gemini

5242. esp32-mcpserver - ⭐ 10 A lightweight Model Context Protocol (MCP) server framework for ESP32. Seamlessly connect embedded devices to LLMs.

5243. youtube-mcp-server - ⭐ 10 A comprehensive Model Context Protocol (MCP) server providing real-time YouTube Data API access for AI assistants. Features 14 functions including intelligent content evaluation with technology freshness scoring for knowledge base curation.

5244. Azure-Foundry-Webinar - ⭐ 10 This repository is the official companion for the Azure AI Foundry Agent Service Webinar Series. It provides hands-on code samples, modular use cases, and practical guides for building, deploying, and scaling AI agents on Azure.

5245. Cognio - ⭐ 10 Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.

5246. systemprompt-template - ⭐ 10 Production AI agent mesh in 3 commands. MCP servers, playbooks, and multi-agent orchestration built on systemprompt-core.

5247. cheatengine-mcp-bridge - ⭐ 10 🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and audits without the tedious manual work.

5248. toolhive-cloud-ui - ⭐ 10 ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highlighting metadata, tool capabilities, and copy-ready endpoints for fast AI agent integrations.

5249. mcpd - ⭐ 10 A ~3MB MCP daemon that exposes any script as a tool for Claude, Cursor & AI assistants

5250. whatsapp-mcp-extended - ⭐ 10 Extended WhatsApp MCP server with 41 tools - reactions, group management, polls, presence, newsletters & more. Fork of lharries/whatsapp-mcp

5251. chessmata - ⭐ 10 Chessmata: chess game for humans and AI agents

5252. storybook-mcp-server - ⭐ 10 MCP server for Storybook - provides AI assistants access to components, stories, properties and screenshots. Built with TypeScript and Model Context Protocol SDK.

5253. dbt-core-mcp - ⭐ 10 dbt Core MCP Server: Interact with dbt projects via Model Context Protocol

5254. chatgpt2md - ⭐ 10 Convert ChatGPT export to Markdown with full-text search and MCP server for Claude

5255. mini_claude - ⭐ 10 Give Claude Code persistent memory across sessions. Track habits, log mistakes, prevent death spirals. Runs locally with Ollama.

5256. statelessagent - ⭐ 10 Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.

5257. MCP-Penetration-testing - ⭐ 10 The ultimate OWASP MCP Top 10 security checklist and pentesting framework for Model Context Protocol (MCP), AI agents, and LLM-powered systems.

5258. caltrain-mcp - ⭐ 10 A Model Context Protocol (MCP) server for Caltrain schedules. Get real-time train departures using GTFS data, designed for Claude Desktop and other MCP clients.

5259. shellguard - ⭐ 10 MCP server that gives LLM agents read-only shell access over SSH

5260. PsMCP-MCP-Server-for-Photoshop - ⭐ 10 An Extensive MCP server and a Gradio MCP client ( with Gemini ) with several tools made using win32com to intereact with Photoshop. Designing with Photoshop has never been more fun!

5261. ollama-mcp-example - ⭐ 10 Ollama MCP example for dummies.

5262. civitai-mcp-server - ⭐ 10 A Model Context Protocol server for browsing and discovering AI models on Civitai

5263. openapi-to-mcp - ⭐ 10 Transform OpenAPI specifications into production-ready MCP servers with AI-powered evaluation and enhancement. Leverages LLMs to analyze, improve, and generate Model Context Protocol implementations from your existing API documentation.

5264. aichat - ⭐ 10 A customizable AI chat application powered by Flet.

5265. mcp-document-converter - ⭐ 10 MCP Document Converter - A powerful MCP tool for converting documents between multiple formats, enabling AI agents to easily transform documents.

5266. simple-mcp-server - ⭐ 10 Simple MCP Server — Educational Example This repository contains a minimal MCP (Model Context Protocol) server built for educational purposes. Its goal is to help developers understand how the MCP protocol works and how to manage decision-making processes based on model–client communication.

5267. cubbi - ⭐ 10 Monadical container CLI tool for running sandboxed MCP clients & servers

5268. team-memory-mcp - ⭐ 10 Shared team memory for AI coding agents. Bayesian confidence scoring with temporal decay. Works with Claude Code, Devin, Cursor, and any MCP-compatible client.

5269. ai-assistant-vui - ⭐ 10 Experimental voice user interface (VUI) to interact with an agentic AI assistant

5270. mcp-client - ⭐ 10

5271. tupac - ⭐ 10 A terminal MCP client based on the OpenAI responses API.

5272. ai-mcp-bridge - ⭐ 10 rest to mcp & mcp Registry & mcp Loadbalancer & ai mcp & Multiple Registries & 多注册中心

5273. cli - ⭐ 10 🤖 Your Agents’ personal email 📧

5274. mcp-shell - ⭐ 10 terminal based MCP Client

5275. mcp-google-calendar - ⭐ 10 A MCP server that allows Claude and other MCP clients to interact with Google Calendar. This server enables AI assistants to manage your calendar events, check availability, and handle scheduling tasks.

5276. discogs-mcp - ⭐ 10 A Discogs MCP Server with OAuth, to use with your favorite LLM client. Ask for recommendations, stats about your collection, details about releases you own, and more!

5277. capacities-mcp-bridge-unofficial - ⭐ 10 Unofficial MCP tools and bridges for Capacities.io, for use with Claude Desktop, Genspark, and other clients.

5278. local-voice-mcp - ⭐ 10 Give your MCP clients the ability to speak by running local voice models

5279. ctx-sys - ⭐ 10 Intelligent context management for AI coding assistants. Indexes your codebase with tree-sitter, builds a semantic knowledge graph, and serves 12 tools over MCP. Hybrid RAG combines keyword search, vector embeddings, and graph traversal for precise retrieval. Works with Claude Desktop, Cursor, and any MCP client. Fully local with Ollama.

5280. laravel-release-changelog-generator - ⭐ 10 Generate a changelog and releases with version management with artisan

5281. mistral-ai-docs-mcp-server - ⭐ 10 Unofficial MCP server for Mistral AI developer docs and API reference. One public URL, no auth, works in every MCP client.

5282. flipper-mcp - ⭐ 10 AI-powered MCP server for Flipper Zero. Control SubGHz, NFC, RFID, IR, BLE, GPIO, and more over WiFi using Claude or any MCP client.

5283. mcp-server - ⭐ 10 The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations

MCP Clients

MCP client applications that connect to MCP servers

1. chatgpt-on-wechat - ⭐ 42,983 CowAgent是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、拥有长期记忆并不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页等接入，可选择OpenAI/Claude/Gemini/DeepSeek/ Qwen/GLM/Kimi/LinkAI，能处理文本、语音、图片和文件，可快速搭建个人AI助理和企业数字员工。

2. composio - ⭐ 30,781 Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

3. qwen-code - ⭐ 28,760 An open-source AI coding agent that lives in your terminal.

4. codex-chatgpt-web - ⭐ 15,124 Use ChatGPT Web (including Pro) as a native model in Codex — with context, tools, streaming and images, without using Codex quota.

5. valuecell - ⭐ 11,033 ValueCell is a community-driven, multi-agent platform for financial applications.

6. astrid - ⭐ 10,324 Unicity Astrid OS: a secure operating system for AI agents.

7. astrid - ⭐ 10,287 Astrid is a portable, capability-secure operating system for composable software.

8. kaneo - ⭐ 9,634 ⚡ Project management that doesn’t become the project. Boards, Gantt charts, and GitHub integration. Self-host it or use Kaneo Cloud.

9. evolver - ⭐ 8,702 The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

10. deepchat - ⭐ 6,379 🐬DeepChat - A smart assistant that connects powerful AI to your personal world

11. marketing-skills - ⭐ 5,978 Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude mcp add ryze –transport http https://connector.get-ryze.ai/mcp

12. magic - ⭐ 5,057 Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)

13. koog - ⭐ 4,639 Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

14. prest - ⭐ 4,630 Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low-code, ⚡ realtime, high-performance. Native MySQL support since v2.5.

15. Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials - ⭐ 4,018 Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.

16. appllama-skills - ⭐ 3,440 A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

17. Fuxi - ⭐ 3,204 FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.

18. oterm - ⭐ 2,447 the terminal client for LLMs

19. lcu - ⭐ 2,265 Codex computer use, decoupled from the app, for usage inside any harness.

20. superglue - ⭐ 2,065 superglue’s AI agents connect, migrate and implement enterprise systems. Cloud-hosted or on your own infrastructure.

21. voiden - ⭐ 1,756 Design, Test and Document APIs in plain Markdown. Compose Requests with API blocks. Reuse, Replace & Version everything just like code. Offline, Truly Git Native, No Lock-in.

22. supermemory-mcp - ⭐ 1,724 Your memories are in ChatGPT… But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.

23. open-mcp-client - ⭐ 1,651

24. openmeld - ⭐ 1,400 The open-source collaboration system for people and AI agents. Share context, coordinate tasks, and work in parallel with your team, cloud agents, Codex, Claude Code, Grok, Grok Bot, OpenCode, Antigravity, and Cursor.

25. repobrain - ⭐ 1,354 🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

26. recon-skills - ⭐ 1,318 Recon & pentest skill pack. CORS, XSS, SQLi, SSRF, RCE, WordPress, MCP, cloud, subdomain takeover, and more. Field-tested. MIT. Full write-up at hiago.sh

27. ios-simulator-skill - ⭐ 1,300 An IOS Simulator Skill for Agents. Use it to optimise their ability to build, run and interact with your apps, and to proxy xcodebuild to save token waste. Works with Claude, Codex, etc

28. openinference - ⭐ 1,292 OpenTelemetry Instrumentation for AI Observability

29. stashbase - ⭐ 1,179 An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

30. blender-skills - ⭐ 1,172 94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.

31. echo-agent - ⭐ 1,054 Echo Agent 是一个可自托管、长期运行、持续学习的 AI Agent，面向个人与团队的私有自动化场景。它可以部署在自有服务器上，统一连接模型、工具、记忆、权限与消息入口。内置四层认知记忆、遗忘曲线与矛盾检测机制，能够在跨会话任务中持续沉淀上下文，并保持长期记忆的质量。针对命令执行、文件操作等高风险行为，它提供基于 LLM 的审批与解释机制，为关键操作建立可审计、可追溯的安全边界。原生支持 MCP、A2A、多模型路由、任务调度、工具调用和多通道接入，覆盖 CLI、Gateway API、微信、Telegram 等入口。它让 Agent 带着长期记忆和可进化技能，持续、安全地为你工作。

32. codeAgent - ⭐ 1,018 CodeAgent is an open-source coding agent that lives in your terminal. It understands your repository, plans multi-step changes, writes and edits files, runs commands and tests, and iterates until the task is done — all with a transparent, extensible tool loop.

33. EnterpriseAgentFramework - ⭐ 967 ReachAI企业级智能体开发平台：快速、安全完成已有业务系统智能化改造，让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP, CRM, and other business applications.

34. graftcode - ⭐ 906 Connect any code. Call as dependency. The official repository for Graftcode: the integration-free development layer that lets you call methods across languages and runtimes on remote services as if they were local. Eliminate integration layer code entirely.

35. VectorCode - ⭐ 874 A code repository indexing tool to supercharge your LLM experience.

36. openpost - ⭐ 822 Create, adapt, schedule, and track social posts. Open-source, hosted or self-hosted.

37. unbrowse - ⭐ 810 Unbrowse - Reverse engineer any website so that your agents can access its APIs directly

38. Deft - ⭐ 730 Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, approvals, and MCP context.

39. HyperChat - ⭐ 709 HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

40. openyak - ⭐ 703 Project → Task → Chat, served by the coding agents you already have. One desktop workbench for Claude Code, Codex and more, over the Agent Client Protocol.

41. ULogViewer - ⭐ 590 Cross-Platform, Agent-Native Universal Log Viewer.

42. comunica - ⭐ 575 📬 A knowledge graph querying framework for JavaScript

43. casbin-gateway - ⭐ 561 Casbin AI & MCP security gateway for HTTP, online demo: https://door.caswaf.com

44. fleur - ⭐ 535 The easiest way to discover and install MCPs

45. recomby-geo - ⭐ 508 GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

46. js-reverse-automation–skill - ⭐ 508 结合chrome-devtools-mcp的能力并加上Skill的规范，实现JSRPC+Flask+autoDecoder方案的前端JS逆向自动化分析，提升JS逆向的效率

47. self-dify - ⭐ 504 本教程将全面指导你如何快速搭建自己的AI应用环境，从Docker桌面版的安装与配置开始，到本地部署Dify并自定义AI助手功能，让你轻松实现“猜病例”、“甜蜜哄人”、“新生入学指南”、“小红书读书卡片”与“面试宝典”等多种特色AI应用。并教会你从基础智能体到使用工作流，再到知识库、DeepResearch、数据库、MCP、复杂任务编排等高阶任务，由浅到深的学习掌握基于dify的大模型应用开发。

48. a2a-x402 - ⭐ 485 The A2A x402 Extension brings cryptocurrency payments to the Agent-to-Agent (A2A) protocol, enabling agents to monetize their services through on-chain payments. This extension revives the spirit of HTTP 402 “Payment Required” for the decentralized agent ecosystem.

49. pwno-mcp - ⭐ 280 MCP for Pwn

50. openclaw.net - ⭐ 243 Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)

51. ai - ⭐ 177 AI features and experiments for WordPress. Modular framework for testing AI capabilities.

52. terminal-ai - ⭐ 170 Unopinionated AI for the Shell. A lightweight AI CLI for scripts, pipelines, and automation, with a universal client for MCP, A2A, and other AI protocols. .

53. web-hacker - ⭐ 153 Reverse engineer web apps

54. hm_editor - ⭐ 118 一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核，为EMR（电子病历系统）提供专业的结构化病历编辑与AI接入解决方案。

55. airbyte-agent-connectors - ⭐ 109 🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.

56. uxc - ⭐ 107 A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC

57. FlowUpdater - ⭐ 98 The free and open source solution to update Minecraft.

58. ai-microcore - ⭐ 95 A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.

59. mcp-manager - ⭐ 94 This is a visual client tool used to manage MCP (Model Context Protocol). With this tool, you can easily manage and operate the MCP environment without manually performing complex command-line operations.

60. claude-memory-mcp - ⭐ 68 Local-first SQLite memory and continuity journal for MCP clients.

61. researcher_agent - ⭐ 63 An application built on the Model Context Protocol (MCP) that transforms any website into highly relevant content based on your queries. The app seamlessly integrates with platforms like X, Slack, and among others.

62. MCPE-Client-Sources - ⭐ 62

63. deepsecure - ⭐ 52 Effortlessly secure your AI agents and AI-powered workflows — from prototype to production. Get easy-to-use identity, credential, and access management built for fast-moving AI developers.

64. revit-mcp-commandset - ⭐ 47 🔄 Revit-MCP Client | Core implementation of the Revit-MCP protocol that connects LLMs with Revit. Includes essential CRUD commands for Revit elements enabling AI-driven BIM automation.

65. mcp-client-python-example - ⭐ 39

66. ai - ⭐ 39 A Go toolkit for building AI agents and applications across multiple providers. Unified LLM client, agent framework with handoffs, tool calling, streaming, structured output, MCP integration, and cost tracking.

67. flowllm - ⭐ 32 FlowLLM: Simplifying LLM-based HTTP/MCP Service Development

68. mcpx4j - ⭐ 29 Java client library for https://mcp.run - call portable and secure tools for your AI Agents and Apps

69. mcp-web-client - ⭐ 27 MCP Web Client project

70. axonflow - ⭐ 26 AxonFlow — Source-available AI control plane for production LLM systems

71. mcp-terminal-client - ⭐ 25 让 AI 通过终端连接任意 MCP 服务器，不占 Claude.ai 槽位 🦊

72. mcpx-py - ⭐ 25 Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps

73. web-search-plus - ⭐ 23 Flagship multi-provider search and extraction stack for OpenClaw, Hermes Agent, MCP clients, and native plugins.

74. desktop4mistral - ⭐ 23 A desktop client with MCP support for Mistral LLMs

75. mcp-client - ⭐ 22

76. awesome-netsuite-ai - ⭐ 22 A curated list of awesome NetSuite AI resources, tools, articles, and community contributions focused on the NetSuite AI Connector Service and MCP (Model Context Protocol) integration.

77. luma-api-mcp - ⭐ 21 Powered by Ray (video) and Photon (image) models by Luma AI

78. fast-mcp-client - ⭐ 11 MCP Client Implemented to FastAPI

79. chatbot-spring-ai-mcp-telegram-client - ⭐ 11

80. novelcrafter-mcp - ⭐ 11 An experimental desktop client for using Claude Desktop’s MCP with Novelcrafter codices.

81. ArcaMCP - ⭐ 10 Servidor MCP para AFIP/ARCA: automatiza certificados, autorización de Web Services, emisión/consulta de comprobantes y generación de PDF con QR.

Tools & Libraries

Development tools and libraries for working with MCP

1. n8n - ⭐ 208,829 Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

2. Agent-Reach - ⭐ 105,082 Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

3. hyperframes - ⭐ 74,089 Write HTML. Render video. Built for agents.

4. ai-agent-book - ⭐ 56,282 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

5. goose - ⭐ 55,843 an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

6. kong - ⭐ 44,310 🦍 The API and AI Gateway

7. minds-platform - ⭐ 39,285 General-purpose AI designed for knowledge workers — creators, strategists, and operators — and individuals seeking AI systems they can truly control to help them get work done, with full flexibility to extend and deploy anywhere (VPC, on-prem, or cloud).

8. mindsdb - ⭐ 39,161 AI Data Vault - A query engine for AI Agents to securely query data from any datasource

9. FastGPT - ⭐ 29,927 FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

10. go-micro - ⭐ 23,086 A framework for agents, tools and services

11. excelize - ⭐ 21,020 Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

12. ai-berkshire - ⭐ 16,911 AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters’ methodologies + multi-agent adversarial analysis.

13. plate - ⭐ 16,678 Rich-text editor with AI and shadcn/ui

14. corsair - ⭐ 15,709 Connect your users to their apps

15. memU - ⭐ 14,570 Personal memory across agents

16. LangBot - ⭐ 14,244 Production-grade platform for building IM bots / 生产级即时通信机器人开发平台. Bots for QQ / QQ频道 / Discord / LINE / WeChat(微信, 企业微信)/ Telegram / 飞书 / 钉钉 / Slack e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Google Gemini, Nano Banana, Kimi, PPIO, Ollama, MiniMax, SiliconFlow, Qwen, Moonshot, MCP etc. LLM & Agent & RAG

17. langchain4j - ⭐ 13,313 LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

18. Fay - ⭐ 12,179 fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的mcp框架。

19. ui - ⭐ 12,091 Open-source components, blocks, and AI agents designed to speed up your workflow. Import them seamlessly into your favorite tools through Registry and MCPs.

20. loop-engineering - ⭐ 11,649 Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

21. bifrost - ⭐ 9,156 Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode. Works with any SDK or agent and adds under 200µs of overhead at 5k RPS.

22. codefather - ⭐ 8,948 程序员鱼皮的编程宝典 ⭐️ 2026年最全编程学习路线图！包含Java学习路线、前端学习路线、Python学习路线、C++学习路线、算法学习路线、计算机基础学习路线、AI应用开发学习路线、AI Agent开发学习路线等。提供编程入门教程、AI大模型应用开发教程、RAG开发实战、MCP开发教程、Prompt工程指南、LLM应用开发、技术知识分享、学习资源推荐、项目实战教程、热门面试题、求职经验、简历优化、编程自学指南等内容，适用于所有零基础学编程、学习AI开发、转行程序员、计算机专业学生、求职找工作的同学 💎 编程学习，就来编程导航！

23. astron-agent - ⭐ 8,933 Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

24. adk-go - ⭐ 8,904 An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

25. AIHOT - ⭐ 8,754 一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。

26. FileCodeBox - ⭐ 8,659 文件快递柜-匿名口令分享文本，文件，像拿快递一样取文件（FileCodeBox - File Express Cabinet - Anonymous Passcode Sharing Text, Files, Like Taking Express Delivery for Files）

27. API-mega-list - ⭐ 8,230 This GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most valuable API lists on GitHub—period. 💪

28. yao - ⭐ 7,999 ✨ All your agents and workspaces in one place, on every device you own. Track tasks on a board, accessible from desktop, mobile, browser, or API. Self-hosted.

29. flyte - ⭐ 7,776 Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

30. Kun - ⭐ 6,324 Local-first AI agent workspace for coding, writing, design, research, and automation — one runtime for desktop GUI and TUI.

31. nexent - ⭐ 6,058 Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

32. Viper - ⭐ 5,337 Adversary simulation and Red teaming platform with AI

33. semantic-router - ⭐ 5,132 A programmable Mixture-of-Models router for heterogeneous LLM inference

34. solace-agent-mesh - ⭐ 4,916 Platform for building and running AI agents across the full lifecycle — build, test, deploy, monitor, improve. Hosts your agents, runs their tools, and coordinates them over an event mesh, with sessions, artifacts, auth, evaluators, and observability built in.

35. nono - ⭐ 4,713 agent runtime security - zero trust, zero setup, zero latency agent sandboxing

36. Yuxi-Know - ⭐ 4,667 结合LightRAG 知识库的知识图谱智能体平台。 An agent platform that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain v1 + Vue + FastAPI, support DeepAgents、MinerU PDF、Neo4j 、MCP.

37. ENScan_GO - ⭐ 4,616 一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入

38. claude-code-book - ⭐ 4,340 《御舆：解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析，15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站：

39. 53AIHub - ⭐ 4,334 53AI Hub is an open-source AI portal and knowledge base for managing enterprise knowledge, AI agents, prompts, and AI tools, seamlessly integrating with Coze, Dify, FastGPT, RAGFlow. 一个AI知识库与Agent门户

40. kubefwd - ⭐ 4,177 Bulk port forwarding Kubernetes services for local development.

41. python - ⭐ 4,168 Open-source Python challenge courses — your AI coding agent teaches, verify.py decides when you’re done.

42. Easel - ⭐ 4,142 An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的 AI 社交媒体智能体——发现热点趋势、创作内容、一键发布至各大平台，并学习分析哪些内容真正有效，覆盖小红书、抖音、知乎、哔哩哔哩等平台。

43. tutti - ⭐ 3,867 Where people and agents build in tune.

44. md2wechat-skill - ⭐ 3,765 面向 AI Agent 的微信公众号创作与发布 CLI：Markdown 排版、AI 配图、预览与草稿创建；支持由浏览器 Agent 保存知乎、CSDN、头条未发布草稿。

45. ultracite - ⭐ 3,358 A highly opinionated, zero-configuration linter and formatter.

46. NotFair - ⭐ 3,344 Open-source SEO, GEO, and marketing skills for AI agents.

47. manifest - ⭐ 3,309 A shadcn/ui library for building ChatGPT Apps and MCP Apps

48. core - ⭐ 3,098 AI agent microservice

49. free-stockdb - ⭐ 3,068 面向 A 股日K、分钟K与ETF分钟数据的本地量化引擎，集成增量同步、本地缓存、复权、批量查询、回测与指标计算。

50. skillshare - ⭐ 2,842 📚 Sync skills, agents, MCP, plugins to all AI CLI tools with one command and simplify team sharing.

51. nono - ⭐ 2,803 Sandbox any AI agent in seconds - zero setup, zero latency.

52. solon - ⭐ 2,796 🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java26; Supports LTS. (Replaceable spring)

53. memmy-agent - ⭐ 2,150 🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent context — all AI remember the same you. Now supports Claude Code, Codex, OpenClaw and Hermes Agent etc.

54. jar-analyzer - ⭐ 2,106 Jar Analyzer - 一个 JAR 包 GUI 分析工具，支持 JAR DIFF 分析，方法调用关系搜索，方法调用链 DFS 算法分析，模拟 JVM 的污点分析验证 DFS 结果，字符串搜索，Java Web 组件入口分析，CFG 程序分析，JVM 栈帧分析，自定义表达式搜索，紧跟 AI 技术发展，支持 MCP 和 n8n 工作流

55. IDA-NO-MCP - ⭐ 2,068 Say goodbye to the complex, verbose, and laggy interaction mode of IDA Pro MCP

56. amazon-q-developer-cli - ⭐ 1,984 ✨ Agentic chat experience in your terminal. Build applications using natural language.

57. agent-desktop - ⭐ 1,826 Agent Desktop gives any agent reliable computer use on the desktop. Built with Rust, it sees any app’s real UI structure through OS accessibility trees and operates it — refs stay stable and actions stay safe to retry, instead of guessing from pixels.

58. MinecraftDev - ⭐ 1,815 Plugin for IntelliJ IDEA that gives special support for Minecraft modding projects.

59. d2mcpp - ⭐ 1,794 D2X | Modern C++ Core Language Features - “A C++ tutorial project focused on practical”

60. Klee - ⭐ 1,772 A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift.

61. mcpelauncher-manifest - ⭐ 1,705 The main repository for the Linux and Mac OS Bedrock edition Minecraft launcher.

62. openchoreo - ⭐ 1,679 OpenChoreo is an internal developer platform for Kubernetes

63. open-trading-api - ⭐ 1,658 Korea Investment & Securities Open API Github

64. ai-devkit - ⭐ 1,654 The control plane for AI coding agents.

65. MultiAgentPPT - ⭐ 1,644 MultiAgentPPT 是一个集成了 A2A（Agent2Agent）+ MCP（Model Context Protocol）+ ADK（Agent Development Kit） 架构的智能化演示文稿生成系统，支持通过多智能体协作和流式并发机制

66. Vibe-Skills - ⭐ 1,627 VibeSkills is a new kind of super skill that organizes 340+ governed skills into one stable AI work system.

67. LitterBox - ⭐ 1,553 A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

68. paperdebugger - ⭐ 1,549 A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

69. fastctx - ⭐ 1,511 Fast, context-efficient repository tools for AI agents (MCP)

70. chunkhound - ⭐ 1,455 Your entire engineering context, deeply understood

71. llm-master - ⭐ 1,451 大模型（LLM）全栈学习路线与中文教程🔥：覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试，从入门到生产实践。

72. voicemode - ⭐ 1,424 Natural voice conversations with Claude Code

73. awesome-hacking-lists - ⭐ 1,399 A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

74. MTools - ⭐ 1,374 MTools 是一个功能强大的多功能桌面应用程序，集成了音视频处理、图片编辑、文本操作和编码工具，内置AI增强功能，并提供本地 MCP 服务。旨在简化您的工作流程，提升生产效率

75. mcpp-standard - ⭐ 1,372 D2X | Modern C++ Core Language Features - “A C++ tutorial project focused on practical”

76. Claude-Code-Development-Kit - ⭐ 1,332 Handle context at scale - my custom Claude Code workflow including hooks, mcp and sub agents

77. pireel - ⭐ 1,329 The open-source alternative to Capcut、ChatCut. Drivable by any AI agent over MCP.

78. NagaAgent - ⭐ 1,325 A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.

79. Awesome-Journal-Skills - ⭐ 1,323 Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的 Claude Code/Codex 期刊技能包，从选题、识别策略到表格规范与审稿回复全流程，助你快速发论文。

80. any-agent - ⭐ 1,251 A single interface to use and evaluate different agent frameworks

81. AWorld - ⭐ 1,246 Search, understand, reproduce, and improve an idea with ease

82. BuildingAI - ⭐ 1,229 BuildingAI is an enterprise-grade open-source intelligent agent platform designed for AI developers, AI entrepreneurs, and forward-thinking organizations. Through a visual configuration interface (Do It Yourself), you can build native enterprise AI applications without code. The platform offers native capabilities such as intelligent agents, MCP…

83. grafbase - ⭐ 1,227 [Acquired by The Guild] The Grafbase GraphQL Federation Gateway

84. rp-engine - ⭐ 1,209 YAML-native agent workflow execution engine, written in Rust

85. zen - ⭐ 1,194 Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

86. intelligent-audit-system - ⭐ 1,175 AuditPilot: auditable enterprise AI agents for evidence-grounded workflows, governed tools, evaluation harnesses, human review, and remediation delivery.

87. northcinder - ⭐ 1,158 Buyer-run, ad-neutral shopping-agent MCP software with deterministic ranking, signed purchase mandates, and a local audit trail.

88. ai-agent-skills - ⭐ 1,153 Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills

89. Ai-Agent-Skills - ⭐ 1,135 Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills

90. fyagent - ⭐ 1,124 For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。

91. chatlog_alpha - ⭐ 1,123 原 [chatlog]项目（一个微信数据库解密读取及提供mcp服务、http服务的开源软件），现已支持通过微信clawbot接口推送消息，可以实时转发全部或指定消息到clawbot

92. ApeAdmin - ⭐ 1,097 Apeadmin 面向现代AI应用打造的Python后台管理框架，基于 FastAPI+Vue3 设计100%开源，内置 RBAC 权限管控、审计日志等企业级基础能力。框架集成 MCP‑SSE 网关，具备强大插件生态完整，帮助开发者快速搭建兼具业务管理与 AI 工具输出能力的应用。

93. rebuild - ⭐ 1,093 最新版全面支持AI智能！通过自然语言操作业务数据，支持 Skills/工具/知识库/MCP。高度可配置化的国产企业管理系统，企业内部可免费商用！零代码/低代码快速搭建WMS库存管理、MES生产报工、CRM客户管理、HRM人事管理，以及 TMS/ERP 等

94. ai4paper - ⭐ 1,092 AI一键文献综述 · AI一键搜文献 · AI笔记管理 · 原生GPT直连 · MCP协议 · 支持Zotero 7/8/9 | AI4Paper.pro

95. openops - ⭐ 1,080 The batteries-included, No-Code FinOps automation platform, with the AI you trust.

96. winutil-cn - ⭐ 1,060 面向 Windows 11 的中文软件管理与系统维护工具，支持 Windows 10 / 11 x64 镜像制作与默认只读的 MCP 接口。基于 Chris Titus Tech Windows Utility。

97. arduino-mcp2515 - ⭐ 1,040 Arduino MCP2515 CAN interface library

98. 99AI - ⭐ 1,034 开源、可私有化部署的 Web Agent 底座，支持多用户、隔离沙箱，以及 Skills 和 MCP 扩展。Open-source, self-hostable Web Agent foundation with multi-user support, isolated sandboxes, and extensibility through Skills and MCP.

99. ling-stack - ⭐ 996 Local-first AI teammate workspace. Bring your own models and keep project conversations, tool approvals, and results together.

100. pi-harness - ⭐ 981 The operational superset of Pi Coding Agent — everything Pi, plus observability, governance, recovery, evaluation and multi-agent orchestration. Pi Coding Agent 的运维超集——完整继承 Pi 的核心能力，并进一步扩展可观测性、治理、故障恢复、评估和多 Agent 编排。

101. ChattyPlay-Agent - ⭐ 978 🚀 告别多个App！本项目主要基于Python+React+TypeScript+Hono+SQLite3+Redis，打造“All in One”智能工具集。免会员播放爱奇艺、腾讯视频、优酷、抖音、B站、小红书等20+平台视频，支持4K在线解析与无水印高速下载。集成Cloudflare Turnstile防机器人和爬虫、Google、GitHub授权登录及OpenAI SDK、埋点SDK、MCP服务和Agent等，支持ChatGPT对话、AI绘画、论文降重、Hugging Face论文爬取、在线Latex编写；更有实时黄金K线、AI思维导图、闲鱼助手等效率黑科技。内置海量动漫漫画资源，畅享阅读！轻量高效，配置即用，完美适配PC与移动端，快来ChattyPlay开启奇妙之旅吧～

102. vocotype-cli - ⭐ 975 VocoType 是一款运行在本地端侧的隐私安全语音输入工具，通过快捷键即可将语音实时转换为文字并自动输入到当前应用。支持语音转文字MCP、AI 优化文本、自定义替换词典、录音视频转文字等功能，让语音输入更高效、更安全。

103. scientific-illustrator - ⭐ 967 Editable scientific figures in PowerPoint and draw.io via Codex/MCP with Designer-Drawer-Reviewer-Corrector quality gates.

104. cursor2api-go - ⭐ 934 Free claude-sonnet-4.6 | cursor不倒我不倒🙏 ❌ 不支持 tools / function calling / MCP

105. how-to-vibecoding - ⭐ 934 Vibecoding 系列教程：从环境搭建到多智能体协作，涵盖 MCP、Skills、Agent 分工治理

106. Citadel - ⭐ 927 The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and parallel agent fleets.

107. agent-qa - ⭐ 899 Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.

108. easyeda-agent - ⭐ 854 嘉立创EDA专业版(EasyEDA Pro)自动化：给 AI harness 装上画板的「手」—— 一套 typed 原理图/PCB 动作，CLI / Agent Skill / stdio MCP 三形态融合接入。承接嘉立创「不以卖板赚钱，以培养中国工程师为己任」 | EasyEDA Pro automation: the hands of your AI harness — typed schematic/PCB actions via CLI, Agent Skill and stdio MCP.

109. eDBG - ⭐ 851 eBPF-based lightweight debugger for Android with MCP support

110. WHartTest - ⭐ 826 WHartTest 是基于 Django REST Framework 与现代大模型技术打造的 AI 驱动测试自动化平台。平台聚合自然语言理解、知识库检索与嵌入搜索能力，结合 LangChain 与 MCP（Model Context Protocol） 工具调用，实现从需求到可执行测试用例的自动化生成与管理，帮助测试团队提升效率与覆盖率。

111. markitdown - ⭐ 824 markitdown：CLI；MCP

112. gentle-pi - ⭐ 807 Turn Pi into el Gentleman: a senior-architect development harness with SDD/OpenSpec, subagents, strict TDD evidence, review guardrails, and skill discovery.

113. aderyn - ⭐ 802 Solidity Static Analyzer that easily integrates into your editor

114. claude-chatgpt-mcp - ⭐ 793 A Claude MCP tool to interact with the ChatGPT desktop app on macOS

115. tool-ui - ⭐ 782 UI components for AI interfaces

116. JiwuChat - ⭐ 748 JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assistants (DeepSeek/Gemini/Kimi). Features real-time messaging, audio/video calls, multi-device sync, and customizable themes. Built with Vue3 & Tauri2 🍒

117. cartcut - ⭐ 746 Video Editor for AI agents, built on the belief that open source can beat commercial tools

118. ai-code-helper - ⭐ 745 2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.js 前端开发、SSE 服务端推送等企业级 AI 应用开发技术。帮助开发者掌握 AI 时代必备技能，熟悉 LangChain 框架，提升编程学习效率和求职竞争力，成为企业需要的 AI 全栈开发人才。

119. MCPELauncher - ⭐ 745 Source code for BlockLauncher, a launcher that patches Minecraft for Android

120. Sentient - ⭐ 689 A personal AI assistant for everyone

121. infio-copilot - ⭐ 663 A Cursor-inspired AI assistant for Obsidian that offers smart autocomplete and interactive chat with your selected notes

122. OpenIntegrations - ⭐ 662 Набор инструментов интеграции с популярными сервисами и технологиями для 1С:Предприятие, OneScript и CLI+MCP (Telegram, VK, Bitrix24, Google, Яндекс, S3, PostgreSQL, SQLite, MySQL и др.)

123. marmot - ⭐ 626 The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

124. cloudsword - ⭐ 625 一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具

125. claude-code-cli - ⭐ 622 这是 Claude Code 的 CLI 客户端主体（src/ 目录），即整个终端交互层的源码。具体包含： 1. CLI 入口与命令解析 — main.tsx（4684行）、entrypoints/（CLI 模式、SDK 模式、MCP 模式） 2. 终端 UI 渲染 — components/（144 个组件，用 React + Ink 渲染终端界面） 3. 工具系统 — tools/（43 个工具，Bash、文件读写编辑、Grep、Glob、Web 搜索等） 4. API 通信层 — services/api/（与 Anthropic 后端通信） 5. MCP 协议 6. 多 Agent/Team 协作 l 7. 认证与策略 8. 辅助服务 等

126. GalwayBus - ⭐ 590 Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI

127. CookHero - ⭐ 582 CookHero是一个基于 LLM + RAG + Agent + 多模态的智能饮食与烹饪管理平台，支持智能菜谱查询、个性化饮食计划、AI 饮食记录、营养分析、Web 搜索增强，以及可扩展的 ReAct Agent / Subagent 工具体系，帮助厨房新手轻松成为“烹饪英雄”。

128. auto-commenter - ⭐ 579 A Claude skill that automatically posts personalized, authentic comments in your target communities.

129. shob - ⭐ 579 Shob – an AI agent that delivers high-quality coding & automation work

130. spool - ⭐ 570 Your local AI session library. Browse, pin, and ⌘K-search every Claude Code, Codex, Gemini & OpenCode session — and let the built-in scanner catch leaked secrets. Local-first, nothing leaves your machine.

131. machi - ⭐ 566 Agent behavior that compiles

132. ospec - ⭐ 559 Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works with Claude Code, Codex, Gemini, OpenCode, and plain CLI.

133. claude-tradingview-mcp-trading - ⭐ 558 Connect Claude Code to TradingView and execute trades automatically via BitGet

134. Auditor - ⭐ 550 Release channel for TheAuditor — see blog.theauditortool.com

135. ratel - ⭐ 539 Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

136. spool - ⭐ 531 Your local AI session library. Collects sessions from Claude Code, Codex CLI, Gemini CLI (and more) — browsable and ⌘K-searchable.

137. browser-operator-core - ⭐ 508 Browser Operator - The AI browser with built in Multi-Agent platform! Open source alternative to ChatGPT Atlas, Perplexity Comet, Dia and Microsoft CoPilot Edge Browser

138. structurizr - ⭐ 505 Structurizr is a “models as code” tool designed for the C4 model.

139. Sponsio - ⭐ 478 Deterministic safety solutions for probabilistic AI agents

140. AIWriteX - ⭐ 465 AIWriteX是基于CrewAI、AIForge的新一代智能内容创作平台，从微信公众号自动化工具起步，正在重新定义AI辅助内容创作的边界，融合”AI+创意+搜索+借鉴”四重能力，多种超绝玩法，内容创作充满无限可能。

141. Patter - ⭐ 453 Open-source voice-AI SDK. The Vapi/Retell alternative for builders who want to own the stack. Give your AI agent a phone number in 4 lines — Python and TypeScript, MIT licensed, Twilio, Telnyx, and Plivo.

142. mcp-cn-a-stock - ⭐ 449 这是一个为大模型提供 A 股数据的的 MCP(Model Content Protocol) 服务。

143. UE5-MCP - ⭐ 435 MCP for Unreal Engine 5

144. LightAgent - ⭐ 430 LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE protocol integration.

145. bridle - ⭐ 427 TUI / CLI config manager for agentic harnesses (Amp, Claude Code, Opencode, Goose, Copilot CLI, Crush, Droid)

146. SHAFT_ENGINE - ⭐ 416 Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.

147. reins - ⭐ 415 Stop AI agents from doing things you didn’t ask for.

148. groundhog - ⭐ 400 Groundhog’s primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).

149. pokemon-chat - ⭐ 395 基于 LightRAG、LangGraph、MCP、RagFlow、微调LLMs宝可梦主题的智能聊天助手

150. graphrag-toolkit - ⭐ 395 Python toolkit for building graph-enhanced GenAI applications

151. mcpi - ⭐ 391 Minecraft: Pi Edition API Python Library

152. volcano-sdk - ⭐ 386 🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.

153. TrueMemory - ⭐ 384 The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.

154. Adafruit-MCP23017-Arduino-Library - ⭐ 378 Arduino Library for Adafruit MCP23017

155. boltmcp - ⭐ 371

156. OnionClaw - ⭐ 366 Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

157. MCprep - ⭐ 355 Blender python addon to increase workflow for creating minecraft renders and animations

158. eechat - ⭐ 349 🚀 Powerful Local AI Chat Application - Mcp, Secure, Efficient, Personalized 本地化部署的大模型客户端

159. exograph - ⭐ 345 Build production-ready backends in minutes

160. depyler - ⭐ 344 Compiles Python to Rust, helping transition off of Python to Energy Efficient and Safe Rust Code

161. session-knowledge - ⭐ 337 Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine

162. bld - ⭐ 321 Pure java build tool for developers who don’t like dealing with build tools

163. MCPanelViewController - ⭐ 319 Drop-in panel control for iOS with blurring background and screen-edge activation gestures.

164. news-agents - ⭐ 317 📰 Building News Agents to Summarize News with MCP, Q, and tmux

165. awesome-slash - ⭐ 312 AI writes code. This automates everything else. 9 plugins · 39 agents · 24 skills · for Claude Code, OpenCode, Codex.

166. building-an-agentic-system - ⭐ 304 An in-depth book and reference on building agentic systems like Claude Code

167. x-mcp - ⭐ 304 小红书创作中心

168. skene - ⭐ 290 Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.

169. ai4eh - ⭐ 282 AI for Ethical Hacking - Workshop

170. genie - ⭐ 280 Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews code before you see it.

171. Opptrix - ⭐ 273 Opptrix — AI驱动的全球多市场投研工作台 | Open-source LLM research assistant for China A-shares. 170+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.

172. scribe.js - ⭐ 271 JavaScript OCR and text extraction for images and PDFs.

173. Weave - ⭐ 269 A highly efficient, secure, and stable application development platform with excellent performance, easy scalability, and deep integration of AI capabilities such as LLM, AI Chat, RAG, and Agents.高效、安全、稳定的服务研发平台，具备良好性能，同时易扩展，深度集成LLM、AIChat、RAG、Agent等AI能力

174. talkio - ⭐ 268 Local-first multi-AI group chat desktop app — pull gpt, Claude, Gemini, DeepSeek into one conversation. Tauri 2 + React 19.

175. MCPDict - ⭐ 259 Android App: 漢字古今中外讀音查詢

176. MCP-Defender - ⭐ 257 Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.

177. PSAI - ⭐ 256 High-agency PowerShell AI framework for multi-agent orchestration and autonomous systems engineering

178. agentica - ⭐ 246 Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。

179. MCPMappingViewer - ⭐ 244 A small GUI for viewing the mappings from Minecraft obfuscated code names to MCP code names.

180. cupcake - ⭐ 244 A native policy enforcement layer for AI coding agents. Built on OPA/Rego.

181. MCPConfig - ⭐ 240 Public facing repo for MCP SRG mappings.

182. agentic-ai-systems - ⭐ 240 🐔 Agentic systems explained with chickens. Workflows, agents & orchestration made simple. Mermaid diagrams included

183. Minecraft-Deobfuscator3000 - ⭐ 238 Powerful and universal deobfuscator for Minecraft mods and java decompiler!

184. claudemap - ⭐ 234 google maps for vibecoders.

185. MCPU - ⭐ 233 MCPU - A Minimal 8Bit CPU in a 32 Macrocell CPLD

186. stock-scanner-mcp - ⭐ 231 这是一个基于 FastAPI-MCP 的股票分析服务，旨在通过 MCP 工具函数接口提供股票相关的综合数据和分析能力，包括价格、评分、技术报告和 AI 分析。

187. langchain_data_agent - ⭐ 228 NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.

188. LAP - ⭐ 223 Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API’s Ready To-Use skills, Compile any API spec into a lean, agent-native format. 10× smaller. OpenAPI, GraphQL, AsyncAPI, Protobuf, Postman.

189. mcpfp - ⭐ 221 A website to generate Minecraft profile pictures

190. AuditLuma - ⭐ 217 AuditLuma是一个AI+智能体代码审计系统，它利用多个AI代理和先进的技术，包括多代理合作协议（MCP）和Self-RAG（检索增强生成），为代码库提供全面的安全分析，目前已经支持ollama部署的本地大模型

191. McPicker-iOS - ⭐ 215 McPicker is a customizable, closure driven UIPickerView drop-in solution with animations that is rotation ready.

192. Toucan - ⭐ 215 Official repo of Toucan: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments

193. weam - ⭐ 214 Web app for teams of 20+ members. In-built connections to major LLMs via API. Share chats, prompts, and agents in team or private folders. Modern, fully responsive stack (Next.js, Node.js). Deploy your own vibe-coded AI apps, agents, or workflows—or use ready-made solutions from the library.

194. mcpat - ⭐ 209 An integrated power, area, and timing modeling framework for multicore and manycore architectures

195. BaseLayer - ⭐ 203 Re-usable multi part components built on React Aria and TailwindCSS.

196. MCP-919 - ⭐ 190 Fully working & decompiled MCP for Minecraft 1.8.9

197. MCPScan - ⭐ 189

198. codecompanion-history.nvim - ⭐ 178 A history management extension for codecompanion AI chat plugin that enables saving, browsing and restoring chat sessions.

199. bluebox-sdk - ⭐ 169 Reverse engineer web apps

200. selene - ⭐ 168 Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. All from one place. Your data stays on your device.

201. claude-android-skill - ⭐ 164 Claude Code skill for building modern Android apps following best practices.

202. ZenOps - ⭐ 160 🧘 通过钉钉、飞书、企微智能机器人用自然语言查询运维资源的工具。

203. edumcp - ⭐ 156 EDUMCP is a protocol that integrates the Model Context Protocol (MCP) with applications in the education field, dedicated to achieving seamless interconnection and interoperability among different AI models, educational applications, smart hardware, and teaching AGENTs.

204. mcp-audit - ⭐ 149 See what your AI agents can access. Scan MCP configs for exposed secrets, shadow APIs, and AI models. Generate AI-BOMs for compliance.

205. seline - ⭐ 143 Seline is a local-first AI desktop application that brings together conversational AI, visual generation tools, vector search, and multi-channel connectivity in one place.

206. toon-java - ⭐ 142 ☕ Community-driven Java implementation of TOON

207. rocketship - ⭐ 140 A QA testing framework for your coding agent.

208. Z.ai2api - ⭐ 140 将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式，支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能；Z.ai ZtoApi z2api ZaitoApi zai X-Signature 签名 GLM 4.5 v 4.6

209. mcp-toolkit - ⭐ 137 utilities for mcp

210. coplay-unity-plugin - ⭐ 129 Unity plugin for Coplay

211. awesome-ai-repositories - ⭐ 128 A curated list of open source repositories for AI Engineers

212. mcp-in-action - ⭐ 128 极客时间MCP新课已经上线！超2000同学一起开启MCP学习之旅！

213. claude-ipc-mcp - ⭐ 127 AI-to-AI communication protocol for Claude, Gemini, and other AI assistants

214. agentic-ai - ⭐ 127 This repository serves as a comprehensive knowledge hub, curating cutting-edge research papers and developments across 24 specialized domains

215. roampal - ⭐ 120 Memory that learns what works.

216. 5-Day-AI-Agents-Intensive-Course-with-Google - ⭐ 119 5-Day Gen AI Intensive Course with Google

217. STAMP - ⭐ 115 Solid Tumor Associative Modeling in Pathology

218. protocol-launcher - ⭐ 115 One-click launch URL generator for protocol-based apps

219. GenAI-AgenticAI-From-Zero-to-Production - ⭐ 115 Learn GenAI and Agentic AI from Zero to Production

220. AgentNexus - ⭐ 114 Multi-Agent,MCP,RAG,SpringAI1.0.0,RE-ACT

221. AgentFly - ⭐ 111 Scalable and extensible reinforcement learning for LM agents.

222. Gearcoleco - ⭐ 110 ColecoVision emulator and debugger for macOS, Windows, Linux, BSD and RetroArch.

223. 5-Day-AI-Agents-Intensive-Course-with-Google - ⭐ 109 谷歌5天AI Agents强化课程

224. kalouk-mcp - ⭐ 106 Servidor de contexto de Kalouk para agentes de inteligencia artificial.

225. Squirrel - ⭐ 92 ai memory for coding

226. yes-ue-mcp - ⭐ 88 Native C++ Model Context Protocol (MCP) plugin for Unreal Engine 5.4+

227. TensorBlock-Studio - ⭐ 86 A lightweight, open, and extensible multi-LLM interaction studio.

228. Complementarity.jl - ⭐ 79 provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP

229. smart-customer-service-system - ⭐ 78 构建一个基于大模型的智能客服系统，可提供静态知识问答(静态数据)、动态知识问答（数据库），业务办理（api调用）等功能，同时系统具有自我学习能力。定期的反思可让系统变得更强大。

230. open-skills - ⭐ 78 Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-use code for crypto, PDFs, search, web scraping & more. No trial-and-error, no expensive APIs.

231. nvim-gemini-companion - ⭐ 77 A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)

232. tiktok-mcp - ⭐ 77 A Model Context Protocol service for TikTok video discovery and metadata extraction.

233. quarkus-workshop-langchain4j - ⭐ 75 Quarkus Langchain4J Workshop

234. lycoris - ⭐ 74 Real-time speech recognition & AI-powered note-taking app for macOS with offline/online modes, multilingual transcription, and Japanese translation support.

235. onemcp-hub - ⭐ 74 OneMCP feature requests, bugs and improvements

236. Wireshark_mcp - ⭐ 71 Wireshark MCP 是一个基于 Model Context Protocol (MCP) 的服务器，允许 AI 助手通过 tshark 命令行工具进行交互。该工具提供了丰富的网络数据分析功能，支持实时抓包和离线分析。

237. seekchat - ⭐ 65 ✨ A Sleek and Powerful AI Desktop Assistant that supports MCP integration✨

238. claude-code-buddy - ⭐ 64 MeMesh Plugin — Searchable project memory plugin for Claude Code.

239. Grapheteria - ⭐ 62 Grapheteria: A structured framework bringing uniformity to agent orchestration!

240. Roomey_AI_Voice_Agent - ⭐ 61 Roomey is a multi-purpose Voice Agent designed to run your personal and business life.

241. houdini-mcp - ⭐ 59 Houdini integration through the Model Context Protocol

242. OneCite - ⭐ 56 📚 An intelligent toolkit to automatically parse, complete, and format academic references.

243. mcp-java8-sdk - ⭐ 54 Backported Model Context Protocol SDK for Java 8

244. chm-converter - ⭐ 51 chm to markdown and vectorDB

245. arifOS - ⭐ 51 [L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.

246. Manifold - ⭐ 45 Operation-first .NET foundation for generating fast CLI and MCP surfaces from a single definition.

247. hands-on-ai-building-ai-agents-with-model-context-protocol-mcp-and-agent2agent-a2a-6055298 - ⭐ 44 this repo is for linkedin learning course: Hands-On AI: Building AI Agents with Model Context Protocol (MCP) and Agent2Agent (A2A)

248. velocity - ⭐ 42 Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions, analytics, workflows, and tools

249. asya - ⭐ 40 🎭 Actors on Kubernetes for scalable Gen AI

250. prompt-pro - ⭐ 40 Master AI prompting for business innovation. O’Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.

251. ummon - ⭐ 37 The semantic layer for software engineering: Connect code to meaning, build on understanding

252. Agience - ⭐ 36 MCP-native workspace for turning live work into durable knowledge.

253. xiaozhi-MCPTools - ⭐ 35 一个图形化界面的小智MCP服务连接器，包含多种工具！ 自动部署服务，方便小白给小智Ai添加MCP工具

254. mini-coder - ⭐ 34 A good idea 👾

255. zentrun - ⭐ 34 Prompt-driven automation platform - Transform natural language into executable workflows

256. advanced-reason-mcp - ⭐ 33 Enhanced version of “Sequential Thinking” MCP

257. shebe - ⭐ 30 Fast BM25 full-text search for code repositories with MCP integration for AI coding agents.

258. ai-agents - ⭐ 30 Multi-agent system for software development

259. awesome-mcp-list - ⭐ 28 Awesome Model Context Protocol Service List

260. adk-mcp-gemma3 - ⭐ 27 Build AI Agent using Google ADK , MCP and Gemma 3 model

261. shebe - ⭐ 26 Fast BM25 full-text search for code repositories with MCP integration for AI coding agents.

262. codai - ⭐ 25 Codai is an AI programming tool that boosts coding efficiency and empowers non-programmers. Its future plans include introducing a local database, enabling customization, and building a versatile AI terminal. It aims to popularize AI programming and lead the AI Programming+ era.

263. minime-mcp - ⭐ 21 Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context

264. codectx - ⭐ 17 Codebase context compiler for AI agents. Graph-ranked, token-budgeted, tier-compressed output. Smarter than the existing ones.

265. cursor-like-pro - ⭐ 17 Cursor IDE like Pro

266. n8n-operator - ⭐ 17 Kubernetes Operator for N8n, a fair-code workflow automation platform with native AI capabilities.

267. MCPStack - ⭐ 16 Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs

268. mcp-labs - ⭐ 16 All things about MCP experiments.⭐️ Star to support our work!

269. ai-tools - ⭐ 15 ai-tools call your llm based tools through shortcut (ctrl-q) in any application

270. pic-standard - ⭐ 14 The industry standard for Provenance & Intent Contracts (PIC) in Agentic AI. Bridging the Causal Gap in autonomous systems.

271. Tapnow-Studio– - ⭐ 14 🎨 Create visual AI workflows with Tapnow Studio, a browser-based tool that combines powerful AI capabilities in a single, interactive node editor.

272. feather_wand_agent - ⭐ 13 Feather Wand Agent is a comprehensive AI-powered toolkit for performance testing and monitoring. It integrates multiple industry-standard performance testing tools (JMeter, k6, Gatling, and Locust) into a single, unified interface, allowing users to execute and analyze performance tests through natural language interactions.

273. mkinf-run - ⭐ 13 mkinf run API

274. Unity-AI-Tools-Template - ⭐ 12 Unity MCP Tool template project

275. mcp-tools - ⭐ 11 Tools for MCP (Model Context Protocol) written in Go

276. claude-colony - ⭐ 10 Multi-agent Claude Code you can actually control. Spawn specialist teams in tmux, watch them work side-by-side, steer when needed. Built on native Claude Code agents. No black boxes.

277. Ai_agents - ⭐ 10 This is a repository of collection of many agents build on top of Langchain , Langgraph, MCP and so many amazing tools

Examples

Example projects demonstrating MCP usage

1. awesome-agentic-ai-zh - ⭐ 8,051 A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

2. YC-Killer - ⭐ 2,850 A library of enterprise-grade AI agents designed to democratize artificial intelligence and provide free, open-source alternatives to overvalued Y Combinator startups.

3. AI-Agents-Library - ⭐ 2,610 A library of enterprise-grade AI agents designed to democratize artificial intelligence and provide free, open-source alternatives to overvalued Y Combinator startups. If you are excited about democratizing AI access & AI agents, please star ⭐️ this repository and use the link in the readme to join our open source AI research team.

4. claude-mcp-examples - ⭐ 151 examples of claude with mcp integration

5. End-to-End-Agentic-Ai-Automation-Lab - ⭐ 50 This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.

6. claude-mcp - ⭐ 16 claude and mcp integration examples and tutorials

7. agent-examples - ⭐ 12 Sample Agents and Tools for Kagenti platform

Documentation

Documentation, tutorials, and learning resources

1. JavaGuide - ⭐ 159,305 Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

2. ai-guide - ⭐ 21,686 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

3. wechatDownload - ⭐ 9,899 微信公众号文章批量下载工具，支持评论、合集下载，支持保存html/mhtml/md/pdf/docx/csv文件，保存文章内图片、视频、音频文件，支持MCP/Skill调用

4. modelcontextprotocol - ⭐ 9,549 Specification and documentation for the Model Context Protocol

5. WorkBuddyGuide - ⭐ 3,632 A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书：教程、真实工作流、Skills、MCP、自动化与多智能体实践。

6. Claude-Code-CLI-Reference - ⭐ 180 claude code cli install codex github anthropic agentic coding system terminal assistant codebase git workflows multi file editing mcp protocol model context protocol subagents automation ci cd integration npm install setup guide tutorial command line interface latest version 2026 free download update bug fix test runner**

7. forksilly.doc - ⭐ 166 Documents repo of ForkSilly. ForkSilly：兼容sillytavern（酒馆）角色卡、世界书、正则、预设、聊天记录的安卓移动端应用；同时也可作为stable diffusion客户端使用。

8. claude-code-cli - ⭐ 132 claude code cli install codex github anthropic agentic coding system terminal assistant codebase git workflows multi file editing mcp protocol model context protocol subagents automation ci cd integration npm install setup guide tutorial command line interface latest version 2026 free download update bug fix test runner**

9. platform-engineering - ⭐ 94 A centralized hub for platform engineering teams, providing resources, best practices, and automation tools. Includes IaC templates, blueprints, and operational guides to help build scalable, secure, and efficient platforms for cloud-native environments and DevSecOps workflows.

10. pew-pew-plaza-packs - ⭐ 83 AI-powered project management framework based on an opinionated view on effective prompts and a highly modular approach to building effective agents, workflows, templates, prompts and context documents.

11. Agent-Fusion - ⭐ 57 Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Query your codebase from code agents without hallucinations. Runs 100% locally, includes a lightweight embedding model, and optional multi-agent task orchestration. Deploy with a single JAR

12. ring - ⭐ 33 AI-powered Social Platform for your City, Country, Church or Movement. Direct messaging, Live Opportunities Posting with AI-Matching, MVM-Market, Stripe/Wayforpay/PayPal merchant, Refcodes, DAO Pools, No-fee Token with own Wallet, Credit Points, Credit/Token-swap, NFT-gates, NFT-market, Secure file cabinet, Player, Wiki, News, Games, ID-Verify etc

13. codedox - ⭐ 27 A powerful system for crawling documentation websites, extracting code snippets, and providing fast search capabilities via MCP (Model Context Protocol) integration.

14. Q4_learning - ⭐ 15 This repository serves as the comprehensive workspace for Quarter 4 academic endeavors, encompassing assignments, technical documentation, experimental implementations, and applied projects.

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📋 Project Criteria

• ⭐ At least 10 stars
• 📝 Must have a README file
• 🔍 Discovered through keywords, topics, and tags related to MCP

🤖 Automation

This repository uses automated scripts that:

1. Collect projects daily via GitHub Search API
2. Categorize projects by use case (servers, clients, tools, examples, documentation)
3. Translate content into multiple languages using AI translation
4. Update the website automatically

🏗️ Structure

awesome-mcp/
├── .github/workflows/    # GitHub Actions automation
├── scripts/              # Python collection and translation scripts
├── data/                 # JSON data files
└── docs/                 # VitePress site source

📝 License

Licensed under the Apache License 2.0 - see the LICENSE file for details.

👥 Maintainers

This project is maintained by AI coding assistants:

• Cursor - AI-powered code editor
• Claude Code - Anthropic’s AI coding assistant
• DeepSeek - DeepSeek AI coding assistant
• Gemini - Google’s AI coding assistant

These AI assistants collaborate to keep the project up-to-date, collect new MCP projects, and maintain the quality of the curated list.

🙏 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

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