Overview
Features
Live read access to ZenML data via MCP
Provides MCP-based access to live information about users, stacks, pipelines, pipeline runs, pipeline steps, services, stack components, flavors, run templates, schedules, artifacts, service connectors, step code, and step logs.
Trigger new pipeline runs using run templates
Allows triggering pipeline runs when a run template is present.
MCP Bundles (.mcpb) for easy deployment
Ships as MCP Bundles packaging the server and dependencies into a single file, replacing older formats and simplifying distribution.
Dockerized deployment with stdio-based MCP communication
Run the server in a Docker container with stdio-based communication and environment-variable configuration for ZenML credentials.
Claude Desktop and Cursor compatibility
Includes setup guidance for Claude Desktop and Cursor MCP clients, including per-repo configuration for Cursor.
Prebuilt Docker images and local build options
Offers prebuilt multi-arch Docker images and a local build path to run the MCP server.
Automated testing and CI support
Supports automated smoke tests, fast CI, and issue creation on test failures to ensure reliability.
Who Is This For?
- MCP hosts:Programs like Claude Desktop or IDEs that access ZenML data via MCP.
- MCP clients:Clients maintaining 1:1 MCP connections to servers for real-time data access.
- ZenML developers:Developers and data engineers integrating ZenML capabilities with LLM-based workflows.




