inbox-mcp

jairo21991-debug/inbox-mcp

★ 0 stars Python AI/LLM Updated 9d ago

MCP server exposing a CRM-style inbox (contact search, conversation retrieval, BM25 full-text search) to LLM agents — with a retrieval eval harness (Hit@k/Recall@k/MRR).

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "inbox-mcp": {
      "command": "uvx",
      "args": [
        "inbox-mcp"
      ]
    }
  }
}

Or install with pip: pip install inbox-mcp

README Excerpt

**An [MCP](https://modelcontextprotocol.io) server that gives an LLM agent read access to a CRM-style inbox** — search contacts, read conversations, and run full-text retrieval over messages, so the agent answers *grounded in what was actually said* instead of hallucinating. It generalizes a pattern I built and run in production: an agent orchestrator with a multi-domain tool catalog over a real multi-tenant support/CRM inbox. The data here is fully synthetic, but the shape — contacts → conversa

Tools (1)

search_messages

Topics

ai-agentsllmmcpmodel-context-protocolpythonrag

inbox-mcp

Quick Install

README Excerpt

Tools (1)

Topics

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