AI Dev Tools Zoomcamp — MCP Server

2025

Course

AI Dev Tools (DataTalksClub) homework

  • Python
  • FastMCP
  • uv
  • minsearch

MCP server that indexes GitHub docs and exposes search, read, and scrape tools.

Repo
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MCP server that indexes GitHub docs and exposes search, read, and scrape tools.

Purpose Provide a small, focused MCP server for documentation lookup with simple, reusable tools.

Approach Downloaded repo ZIPs, indexed Markdown with minsearch, and exposed scrape, search_repo_index, and read_repo_file tools via FastMCP with config-driven repos.

Constraints Kept the server lightweight, config-first, and suitable for STDIO-based MCP workflows.

Tech stack Python · FastMCP · uv · minsearch