ZenML

This ZenML MCP server enables AI assistants to interact with ZenML, an open-source ML pipeline management platform. Built with Python using FastMCP, it provides tools to access core ZenML functionality including users, stacks, pipelines, runs, services, components, artifacts, and logs. The implementation allows querying pipeline metadata, triggering new pipeline runs, and analyzing run history through standardized MCP tools. It handles authentication via API keys and includes robust error handling, making it ideal for ML engineers who want to monitor and manage their machine learning workflows through conversational AI interfaces.