read-github
// Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search: (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs,
Read GitHub Docs
Access GitHub repository documentation and code via the gitmcp.io MCP service.
URL Conversion
Convert GitHub URLs to gitmcp.io:
github.com/owner/repo→gitmcp.io/owner/repohttps://github.com/karpathy/llm-council→https://gitmcp.io/karpathy/llm-council
CLI Usage
The scripts/gitmcp.py script provides CLI access to repository docs.
List Available Tools
python3 scripts/gitmcp.py list-tools owner/repo
Fetch Documentation
Retrieves the full documentation file (README, docs, etc.):
python3 scripts/gitmcp.py fetch-docs owner/repo
Search Documentation
Semantic search within repository documentation:
python3 scripts/gitmcp.py search-docs owner/repo "query"
Search Code
Search code using GitHub Search API (exact match):
python3 scripts/gitmcp.py search-code owner/repo "function_name"
Fetch Referenced URL
Fetch content from URLs mentioned in documentation:
python3 scripts/gitmcp.py fetch-url owner/repo "https://example.com/doc"
Direct Tool Call
Call any MCP tool directly:
python3 scripts/gitmcp.py call owner/repo tool_name '{"arg": "value"}'
Tool Names
Tool names are dynamically prefixed with the repo name (underscored):
karpathy/llm-council→fetch_llm_council_documentationfacebook/react→fetch_react_documentationmy-org/my-repo→fetch_my_repo_documentation
Available MCP Tools
For any repository, these tools are available:
- fetch_{repo}_documentation - Fetch entire documentation. Call first for general questions.
- search_{repo}_documentation - Semantic search within docs. Use for specific queries.
- search_{repo}_code - Search code via GitHub API (exact match). Returns matching files.
- fetch_generic_url_content - Fetch any URL referenced in docs, respecting robots.txt.
Workflow
- When given a GitHub repo, first fetch documentation to understand the project
- Use search-docs for specific questions about usage or features
- Use search-code to find implementations or specific functions
- Use fetch-url to retrieve external references mentioned in docs