RTFM

none★ 12development

Open-source multi-domain retrieval layer for AI agents â FTS5 + semantic search, 10 parsers, knowledge graph, Obsidian integration, MCP native.

Install

How to run this server

[ { "cmd": "pip install rtfm-ai", "imports": [] } ]

server path: rtfm

Tools

What this server exposes

rtfm_search

Search the index (FTS, semantic, or hybrid)

rtfm_context

Get relevant context for a subject (metadata-only)

rtfm_expand

Show all chunks of a source with full content

rtfm_discover

Fast project structure scan (~1s, no indexing needed)

rtfm_books

List indexed documents

rtfm_stats

Library statistics

rtfm_sync

Sync a directory (incremental)

rtfm_ingest

Ingest a single file

rtfm_tags

List all tags

rtfm_tag_chunks

Add tags to specific chunks

rtfm_remove

Remove a file from the index

rtfm_graph

Show dependency graph for a source (imports, links)

rtfm_history

File version history and memory snapshots

Configuration

Environment & auth

authnone

Resources