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

    6557

    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

  • jscpd

    6527

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

    TypeScript

  • magic-mcp

    6455

    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

  • semble

    6419

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

    Python

  • open-connector

    6243

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

    TypeScript

  • agentgateway

    6180

    Next Generation Agentic Proxy

    Rust

  • mcp-atlassian

    6120

    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

  • agentops

    5953

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

    Python

  • zotero-mcp

    5916

    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.

    Python

  • awesome-mcp-servers

    5833

    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

  • ruoyi-ai

    5833

    RuoYi AI 是一个全栈式 AI 开发平台，旨在帮助开发者快速构建和部署个性化的 AI 应用。

    Java

  • klavis

    5828

    **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

  • casibase

    5742

    ⚡️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 Ch

    Go

  • shortest

    5700

    QA via natural language AI tests

    TypeScript

  • mcp-playwright

    5680

    This repository hosts a Model Context Protocol (MCP) server leveraging Playwright for browser automation, enabling LLMs to interact with web pages and execute JavaScript. It supports tasks like screenshot capture

    TypeScript
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