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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • registry

    7304

    A community driven registry service for Model Context Protocol (MCP) servers.

    Go

  • awesome-agentic-ai-zh

    7226

    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。

    Python

  • codex-with-chatgpt

    6921

    ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

    TypeScript

  • AI-Infra-Guard

    6640

    A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool.

    Go

  • XcodeBuildMCP

    6449

    This repository provides an MCP server, XcodeBuild MCP, that offers Xcode tools for AI assistants, enabling programmatic interaction with Xcode projects through a standardized interface for agent-driven development workflows.

    TypeScript

  • whatsapp-mcp

    6332

    WhatsApp MCP server

    Go

  • jscpd

    6305

    Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server.

    TypeScript

  • semble

    6164

    Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

    Python

  • mcp-atlassian

    5954

    The MCP Atlassian repository provides a Model Context Protocol (MCP) server for integrating with Atlassian products like Confluence and Jira, supporting both Cloud and Server/Data Center deployments. The MCP Atlassian

    Python

  • magic-mcp

    5952

    This repository hosts the Magic Component Platform (MCP), an AI-driven tool that generates modern UI components from natural language descriptions, integrating with popular IDEs like Cursor and VSCode for streamlined UI development.

    HTML

  • open-connector

    5923

    Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

    TypeScript

  • godot-mcp

    5885

    Godot MCP is a Godot Engine project utilizing Node.js and TypeScript, likely implementing the Model Context Protocol. The repository is open-source under the MIT license and welcomes contributions.

    JavaScript

  • agentops

    5858

    AI Agent monitoring & cost tracking SDK. Benchmarking, LLM integration (Langchain, OpenAI, CrewAI & more). AgentOps.

    Python

  • klavis

    5810

    **Option 1 (Focus on integration):** Open Source MCP integration library for AI apps. (Klavis AI) **Option 2 (Focus on context):** Klavis AI's Open Source MCP: Context management for AI application

    Python

  • awesome-mcp-servers

    5779

    This repository provides a curated list of awesome Model Context Protocol (MCP) servers, which are production-ready and experimental implementations that extend AI capabilities through various contextual services. This repository provides

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