GitHub Knowledge Base MCP

A simple MCP server built with FastMCP that lets you connect to any public GitHub repo as knowledge base. It has a few simple tools to find and read markdown and Jupyter notebook documents.

Blog post:https://stefanbschneider.github.io/blog/posts/fastmcp/

{ "tool": "list_latest_documents", "arguments": { "limit": 5, "extension_filter": ".md" } }

[ { "path": "blog/2026-04-10-launch-post.md", "size_bytes": 3210, "last_modified_utc": "2026-04-10T14:11:52Z" } ]

SetKB_GITHUB_REPOto use a public GitHub repository as the knowledge base.

- supported formats:

- owner/repo
- https://github.com/owner/repo

export KB_GITHUB_REPO="microsoft/vscode" export KB_GITHUB_BRANCH="main" # optional python gh_kb_mcp_server.py

- only markdown cells are indexed/read for.ipynb
- notebook outputs are ignored
- invalid notebooks return clear validation errors for direct reads

All tools run only against the configured GitHub repository.

Via command palette, call "MCP: Add server..." or add/createmcp.jsonadding the following block to your"servers":

"GitHub Knowledge Base": { "type": "stdio", "command": "${workspaceFolder}/.venv/bin/fastmcp", "args": [ "run", "server.py", ], "env": { "KB_GITHUB_REPO": <public-github-repo> // eg: "stefanbschneider/blog" or "microsoft/vscode" } }

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