{
  "markdown": "# CHARM — OEM Automotive Data for AI Agents (MCP)\n\n**CHARM** is an [MCP](https://modelcontextprotocol.io) server that gives AI agents\n**authoritative OEM automotive repair data** — factory service-manual **part numbers,\ntorque specs, fluid capacities, and procedures** for vehicles **1982–2013**, across 80+ makes.\n\nAnswers come straight from OEM factory service manuals, **not** a model's memory — so they're\nverifiable and source-attributed, not hallucinated. When a part number is identified, CHARM\nalso returns links to purchase that exact part.\n\nBuilt to be called by AI agents — Claude, ChatGPT, Gemini, and beyond.\n\n---\n\n## Connect (hosted — no install)\n\nRemote MCP endpoint (Streamable HTTP):\n\n```\nhttps://mcp.chatwithcharm.com/mcp\n```\n\n**Claude Code**\n```bash\nclaude mcp add --transport http charm https://mcp.chatwithcharm.com/mcp\n```\n\n**Claude Desktop** — Settings → Connectors → Add custom connector → paste the URL above.\n\n**Config-file clients (Cursor, etc.)**\n```json\n{\n  \"mcpServers\": {\n    \"charm\": { \"type\": \"http\", \"url\": \"https://mcp.chatwithcharm.com/mcp\" }\n  }\n}\n```\n\nThen just ask naturally:\n> What's the front brake caliper part number for a 2009 Ford Taurus X, and where can I buy it?\n\n> What's the spark plug gap for a 2001 Toyota Camry?\n\n---\n\n## Tools\n\n| Tool | Description |\n|------|-------------|\n| `charm_lookup(query, year?, make?, model?, system?)` | Verified OEM part numbers, torque specs, fluid capacities, and service procedures. Pass `year`+`make`+`model` for a precise, isolated answer. |\n| `charm_list_makes()` | List all covered manufacturers. |\n\n## Coverage\n\n- **Model years 1982–2013** — the DIY-repair sweet spot (out-of-warranty, owner-serviced vehicles).\n- **80+ makes.**\n- Data sourced directly from **OEM factory service manuals** — authoritative, not generated.\n\n## Self-hosting (optional)\n\nYou don't need to self-host to use CHARM — the hosted endpoint above is the easy path.\nTo run your own instance against the CHARM API, grab a free key at\n`https://chatwithcharm.com/api/v1/docs`, then:\n\n```bash\npip install mcp httpx\nexport CHARM_MCP_API_KEY=\"your_key_here\"\npython3 charm_mcp_http.py        # Streamable HTTP (remote)\n# or\npython3 charm_mcp_server.py      # stdio (local, e.g. Claude Desktop)\n```\n\n## License\n\n[MIT](LICENSE) © Bitmacro\n",
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  "repo_slug": "bitmacrocode/charm-mcp",
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  "api": "https://agentalog.com/api/listings/mcp_io_github_bitmacrocode_charm_71d4846a/readme"
}