Koskamo

RTFM MCP

RTFM is an open-source, local retrieval layer for AI coding agents. It indexes code, docs, PDFs, and structured data into a single SQLite database using 24 built-in parsers. It serves context via the Model Context Protocol (MCP) to agents like Claude Code, Cursor, and Codex, enabling full-text and semantic search without external API keys or cloud services.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

RTFM MCP logo, by roomi-fieldsCommunity listingLocal stdioSource reviewed; not executedPublished by roomi-fields
Vendor documentation

What you can do with it

  • Index project source code and documentation into a local SQLite knowledge base
  • Serve surgical context to AI agents like Claude Code or Cursor via MCP
  • Search across code, legal text, research papers, and structured data
  • Extend parsing capabilities with declarative JSON schema mappings

Source and maintenance

Community listingRegistry 0.55.3
mcp-registry: io.github.roomi-fields/rtfm@0.55.3Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

rtfm-ai 0.55.3

pypi
rtfm-ai package definition
{
  "version": "0.55.3",
  "transport": "stdio",
  "identifier": "rtfm-ai",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "rtfm-mcp": {
      "command": "uvx",
      "args": [
        "rtfm-ai==0.55.3"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "rtfm-mcp": {
      "command": "uvx",
      "args": [
        "rtfm-ai==0.55.3"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "rtfm-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rtfm-ai==0.55.3"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "rtfm-mcp": {
      "command": "uvx",
      "args": [
        "rtfm-ai==0.55.3"
      ]
    }
  }
}

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