ZenML

概要

Expose your ZenML MLOps and LLMOps pipelines to MCP-compatible applications using the ZenML MCP Server. This server implements the Model Context Protocol (MCP) to provide a standardized interface for accessing live information about your ZenML deployments, including users, stacks, pipelines, runs, artifacts, and more. Interact with your ML pipelines directly from tools like Claude Desktop or Cursor, retrieve metadata, trigger new pipeline runs, and enhance your LLM development workflow.

主な機能

• Access ZenML metadata through MCP-compatible clients.
• View step code and logs for cloud-based pipeline runs.
• Supports integration with Claude Desktop and Cursor.
• Retrieve information about users, stacks, pipelines, and artifacts.
• Trigger new pipeline runs from MCP clients.

ユースケース

• Enable interactive exploration of ML pipeline metadata within IDEs.
• Trigger and monitor pipeline runs directly from chat-based interfaces.
• Integrate ZenML pipelines with LLM-powered development environments.