Comet ML MCP

What is Comet ML MCP?

Comet ML MCP connects AI to Comet's ML platform. Comet provides experiment tracking, model production monitoring, and collaborative ML workflows with a focus on reproducibility and explainability.

Production Model Monitoring

Beyond experiment tracking, Comet's Model Production Monitoring (MPM) tracks deployed models for data drift, performance degradation, and anomalies — all queryable through AI via MCP.

Configuration

{
  "mcpServers": {
    "comet": {
      "command": "npx",
      "args": ["comet-mcp"],
      "env": {
        "COMET_API_KEY": "your_api_key"
      }
    }
  }
}

Use Cases

Comet MCP serves ML teams tracking experiments through production, organizations monitoring deployed models, and data scientists needing AI-powered experiment analysis and model management.