"author:Sama-ndari" matching MCP servers:

• kirundi-brain-mcp

  Sama-ndari

  F

  license

  -

  quality

  C

  maintenance

  A FastMCP server that serves as a local-first Kirundi study coach, with tools to manage lesson files, track learner profiles, and provide grounded tutoring and answer grading via OpenAI.

  Last updated 2026-08-03