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

    7417

    The world's first open-source "Vibe Workflow" platform for complex tasks.

    TypeScript

  • browser-tools-mcp

    7259

    This repository provides a browser monitoring and interaction tool that empowers AI applications through Anthropic's MCP, capturing and analyzing browser data via a Chrome extension. It includes SEO tools and debugging features.

    JavaScript

  • registry

    6971

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

    Go

  • microsandbox

    6785

    Self-Hosted Plaform for Secure Execution of Untrusted User/AI Code

    Rust

  • firecrawl-mcp-server

    6778

    The Firecrawl MCP Server integrates with Firecrawl for web scraping, offering features like URL discovery, content extraction, and batch processing with rate limiting. It supports cloud and self-hosted instances, along

    JavaScript

  • stitch-skills

    6234

    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.

    TypeScript

  • DesktopCommanderMCP

    6232

    Desktop Commander MCP enables Claude to execute terminal commands, manage processes, and perform file system operations, including search and replace, through the Model Context Protocol. It supports long-running commands and session management.

    TypeScript

  • XcodeBuildMCP

    5983

    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

    5835

    WhatsApp MCP server

    Go

  • jscpd

    5819

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

    TypeScript

  • klavis

    5763

    **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

  • agentops

    5655

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

    Python

  • awesome-mcp-servers

    5652

    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

  • shortest

    5628

    QA via natural language AI tests

    TypeScript

  • mcp-playwright

    5563

    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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