customer-complaint-insights

LLM pipeline that turns CFPB consumer complaints into a labelled dataset and executive charts. Unlike typical "extract → cluster → done" pipelines, clustering quality is measured against real CFPB category labels (ARI 0.36) rather than assumed — includes an interactive Streamlit UI and an MCP server for external tool access.

{
  "mcpServers": {
    "customer-complaint-i": {
      "command": "uvx",
      "args": [
        "customer-complaint-insights"
      ]
    }
  }
}

claude mcp add customer-complaint-i uvx customer-complaint-insights

{
  "mcpServers": {
    "customer-complaint-i": {
      "command": "uvx",
      "args": [
        "customer-complaint-insights"
      ]
    }
  }
}