mcp-zenml

What is this MCP

This is a Model Context Protocol (MCP) server implementation that connects AI applications to ZenML's machine learning platform, enabling LLMs to access ZenML's pipeline and experiment data through a standardized interface.

How to use this MCP

Configure a JSON file with your ZenML credentials and server details, then integrate it with compatible MCP clients like Claude Desktop or Cursor IDE. The server provides read access to ZenML resources and can trigger pipeline runs.

What this MCP can be used for

This enables AI assistants to query and interact with ZenML's ML pipelines, stacks, and artifacts - useful for debugging, monitoring, and managing machine learning workflows through natural language interfaces.