MongoDB-Intelligence-Layer

Proof of concept: MongoDB Atlas as the data and orchestration layer for AI — flexible prompt schemas, live model swap with cost projection, and an autonomous support agent that runs a real tool-use loop through the MongoDB MCP Server (find, $vectorSearch, update on Atlas). React + LeafyGreen · FastAPI · Anthropic API.

{
  "mcpServers": {
    "mongodb-intelligence": {
      "command": "uvx",
      "args": [
        "mongodb-intelligence-layer"
      ]
    }
  }
}

claude mcp add mongodb-intelligence uvx mongodb-intelligence-layer

{
  "mcpServers": {
    "mongodb-intelligence": {
      "command": "uvx",
      "args": [
        "mongodb-intelligence-layer"
      ]
    }
  }
}