rtfm

active

The open retrieval layer for AI coding agents. Indexes code, docs, legal, research, data — 24 parsers (incl. EPUB, DOCX, ODT, MIDI, audio), FTS5 + semantic search, knowledge graph. Serves surgical context via MCP. Open source, local, free.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/roomi-fields/rtfm
Package: pypi: rtfm-ai
Run (stdio): uvx rtfm-ai
The usual command for this package registry; check the repository README for required settings.
License: MIT
Last update: 2026-11-13
GitHub stars: ★ 27
Homepage: rtfm.roomi-fields.com/

ai-agents claude claude-code code-search context-engineering developer-tools embeddings fts json-schema knowledge-base knowledge-graph mcp

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.