AI Agent for GitMCP
GitMCP is a free, open-source Model Context Protocol (MCP) server that transforms any GitHub project into a documentation hub for AI tools. With GitMCP, AI assistants can instantly access the latest documentation and code from any repository or GitHub Pages site—eliminating code hallucinations, increasing code accuracy, and unlocking rapid adoption of new or niche libraries. Integrate with tools like Cursor, Claude Desktop, VSCode, and more for seamless, up-to-date AI-powered code assistance.
Instant AI Access to GitHub Documentation
Connect your AI assistant directly to any GitHub repository or GitHub Pages project via GitMCP and provide real-time, up-to-date documentation and code. AI tools like Cursor, Claude Desktop, VSCode, and others can be configured in seconds to use GitMCP, enabling them to ground their suggestions in the latest project data, reduce hallucinations, and deliver reliable code examples.
- Latest Documentation Retrieval.
- AI assistants access the most current documentation and code directly from GitHub repositories, ensuring responses are always up to date.
- Smart Search Capabilities.
- Intelligent search lets AI find exactly the information it needs within massive documentation sets, saving time and tokens.
- Zero Setup Cloud Service.
- No downloads or installations required—connect your IDE or AI tool to the cloud-hosted GitMCP endpoint and start immediately.
- Embedded Browser Chat.
- Chat directly with repository documentation from your browser for rapid answers and onboarding.
Reduce AI Hallucinations & Boost Code Accuracy
Empower your AI coding assistants to deliver trustworthy, context-aware answers by grounding them in real project documentation and code. GitMCP’s MCP server provides specialized tools for fetching documentation, searching within docs or code, and even following referenced links—eliminating guesswork and maximizing code correctness.
- Eliminate Hallucinations.
- AI assistants provide accurate, relevant answers by referencing up-to-date documentation and code, not outdated model memory.
- Direct Code Search.
- Seamlessly search repository code for implementation details or real-world examples, ensuring AI recommendations are correct and actionable.
- External Link Fetching.
- Automatically retrieve and parse linked documentation from referenced URLs for complete context.
Simple, Flexible Integration with Any AI Tool
GitMCP supports a wide range of AI assistants and IDEs. With easy configuration for Cursor, Claude Desktop, Windsurf, VSCode, Cline, Highlight AI, Augment Code, and Msty AI, you can connect your preferred tool and instantly unlock deep documentation and code intelligence for any GitHub project. Leverage both specific and dynamic endpoints for maximum flexibility.
- Multi-Platform Support.
- Connect to GitMCP from a variety of AI assistants and IDEs including Cursor, Claude Desktop, Windsurf, VSCode, and more.
- Dynamic & Specific Endpoints.
- Choose dedicated endpoints for focused projects or the generic endpoint for on-demand repository access.
MCP INTEGRATION
Available GitMCP MCP Integration Tools
The following tools are available as part of the GitMCP MCP integration:
- fetch_<repo-name>_documentation
Retrieve the primary documentation from a GitHub repository, such as llms.txt or README.md.
- search_<repo-name>_documentation
Search through a repository's documentation to find relevant sections based on a specific query.
- fetch_url_content
Retrieve and convert the content of external links referenced in documentation to an AI-friendly format.
- search_<repo-name>_code
Search the actual code in the repository to find specific code examples or implementation details.
Supercharge Your AI with Live GitHub Docs via GitMCP
Empower your AI assistant to access up-to-date documentation and code from any GitHub repository with zero setup. No more hallucinations—just accurate, grounded answers and seamless context for all your coding needs.
What is GitMCP
GitMCP is a platform that provides a dedicated Model Context Protocol (MCP) server for any GitHub project. By simply changing the domain in a GitHub repository URL from github.com to gitmcp.io, you instantly create a remote MCP server that makes the repository accessible to AI assistants and agents. This allows AI tools to deeply understand your codebase in context, as GitMCP reads relevant files like README.md, llms.txt, and documentation. The service requires no complex configuration, supports any public GitHub repository (including GitHub Pages), and enables enhanced, context-aware AI coding assistance for developers, teams, and chatbot integrations.
Capabilities
What we can do with GitMCP
GitMCP enables a wide range of capabilities for developers and AI tools by providing instant, context-rich access to any public GitHub repository. Here’s what you can do with GitMCP:
- Instant MCP Server Creation
- Instantly create an MCP server for any GitHub repo by changing the domain from github.com to gitmcp.io.
- AI Contextual Understanding
- Allow AI assistants to read and understand your codebase, documentation, and project files for more accurate responses.
- Seamless Integration
- Easily connect GitMCP URLs to your AI tools or assistants without complex configurations.
- Supports GitHub Pages
- Enhance AI agent understanding of documentation hosted on GitHub Pages.
- Universal Public Access
- Works with any public GitHub repository, making it a universal solution for AI-powered code analysis.
What is GitMCP
AI agents can benefit from GitMCP by gaining deep, contextual understanding of GitHub repositories and documentation. This enables agents to provide more relevant code suggestions, answer questions accurately, and automate workflows with greater precision thanks to direct, structured access to the codebase and project files.