GitHub-Powered MCP Documentation Servers
Tools that turn GitHub repositories into MCP documentation servers
Sometimes you don’t write the docs yourself – you simply want the full, up‑to‑date documentation of an open‑source library on GitHub available to your AI assistant. The community projects below turn any repository into a remote MCP server that streams documentation on demand.
Available Services
Context7
Context7 automatically ingests popular open‑source libraries (and many private ones too) and exposes them as remote MCP servers.
Add a MCP server in ~/.cursor/mcp.json
:
Add a MCP server in ~/.cursor/mcp.json
:
Add this to your Windsurf MCP config file:
Add this to your Cline MCP config file:
Add this to your VSCode MCP config file:
Example: Using Context7 with Three.js
After installing Context7, you can prompt your AI assistant to use Three.js documentation like this:
The AI will then dynamically query Context7 for relevant Three.js documentation as it helps you.
GitMCP.io
GitMCP lets you turn any public GitHub repository into a fully‑featured MCP server just by changing the domain from github.com
→ gitmcp.io
(or github.io
→ gitmcp.io
). No build step, no package installs.
Example: Three.js Documentation
Once either MCP server is configured, the following single‑shot prompt in Cursor + Claude illustrates the improvement:
Build a Three.js scene featuring a controllable realistic person navigating a textured dynamic urban environment with realistic lighting and subtle bloom effects. Ensure keyboard controls (WASD) for movement.
Side‑by‑Side Result (GitMCP vs. No GitMCP)
Benefits of GitHub-Powered MCP Servers
These tools offer several advantages:
- Zero Documentation Effort: Use existing documentation from any GitHub repository
- Always Up-to-Date: Documentation is pulled directly from the latest repository version
- On-Demand Access: AI assistants query only what they need when they need it
- Broad Compatibility: Works with virtually any open-source project on GitHub
- Simplified Integration: Easy to add to your IDE or AI assistant