Metaflow MCP

What is Metaflow MCP?

Metaflow MCP connects AI to Netflix's Metaflow framework. Metaflow makes it easy to build and manage real-life data science projects, with native support for AWS infrastructure and a human-centric API.

Data Science Workflow Intelligence

AI models can monitor running flows, query step artifacts, analyze execution patterns, and help debug failing steps — making data science workflow management conversational.

Configuration

{
  "mcpServers": {
    "metaflow": {
      "command": "npx",
      "args": ["metaflow-mcp"],
      "env": {
        "METAFLOW_SERVICE_URL": "http://localhost:8080"
      }
    }
  }
}

Use Cases

Metaflow MCP serves data science teams building production ML pipelines, organizations using AWS for ML infrastructure, and teams needing AI-powered workflow monitoring and debugging.