TL;DR
RTFM is a Model Context Protocol (MCP) server. The open retrieval layer for AI agents — index code, docs, data. Search via MCP. Install with: uvx rtfm-ai. Source: https://github.com/roomi-fields/rtfm. It speaks the Model Context Protocol and works with any compatible client (Claude, Cursor, Cline, Windsurf, Warp and more).
RTFM
The open retrieval layer for AI agents — index code, docs, data. Search via MCP.
Install Command
uvx rtfm-aiFrequently Asked Questions
RTFM is a Model Context Protocol server that The open retrieval layer for AI agents — index code, docs, data. Search via MCP.
You can install it by running the install command: `uvx rtfm-ai`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.
The RTFM MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.
Check the project license on its repository before use.
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Details
- Agent Rank
- 78.5
- License
- Last Updated
- Aug 12, 2026
- Languages
- Python
Client Compatibility
Speaks the Model Context Protocol — works with any compatible client.