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, not raw HTML/JSON garbage, (4) Aggregates README + /docs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.
- License 许可
- MIT
- 所属仓库
- S3YED/appie-kit
- 最近更新
- 2026-08-27
- Stars
- ★ 14
- Forks
- 3
01 前言 Front Matter
- name
- read-github
- description
- 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, not raw HTML/JSON garbage, (4) Aggregates README + /docs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.
02 资源文件 2
- 参考文档.clawhub/origin.json143 B
- 脚本scripts/gitmcp.py9.3 KB
03 SKILL.md 正文
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
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