mcp-zenml
This project provides a Model Context Protocol server for integrating with ZenML, allowing interaction with ZenML's pipeline management features through a standardized protocol. It facilitates the connection of MCP clients to ZenML's data and services.
What is the Model Context Protocol (MCP)?
MCP is an open protocol that standardizes how applications provide context to Large Language Models (LLMs), acting as a standardized connection interface for AI models.
What functionalities does the ZenML MCP server provide?
It provides access to core read functionalities from the ZenML server, such as retrieving information about users, stacks, pipelines, and more, and allows triggering new pipeline runs.
Is the ZenML MCP server ready for production use?
The ZenML MCP server is currently in a beta/experimental phase, and feedback is encouraged to improve its integration.
How can I improve the display of ZenML tool outputs in Claude Desktop?
You can configure Claude to display JSON responses in a more readable format by adding preferences in the settings to use markdown tables for summarizing results.
Do I need to install any additional tools to use the ZenML MCP server?
You may need to install 'uv' locally for easy installation and setup, and have access to a deployed ZenML server.