Mcp Zenml

Connects Claude to your ZenML server's REST API to browse and manage ML pipelines. You get read access to the full ZenML object model: stacks, components, pipeline runs, artifacts, deployments, model versions, and more. The real workflow enabler is triggering new pipeline runs directly from chat using snapshots (the current approach) or the older run templates. It also surfaces deployment logs and step-level details, so you can debug failed runs or check serving endpoint status without leaving your IDE. Best for teams already running ZenML who want LLM-assisted pipeline operations and infrastructure introspection. Ships as a Docker container, connects via your ZenML server URL and API key.