mcp-zenml

mcp-zenml

18
developer_tools

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.

Overview

This project implements a Model Context Protocol (MCP) server for interacting with the ZenML API. ZenML is an open-source platform for building and managing ML and AI pipelines, providing a unified interface for managing data, models, and experiments.

Features

  • Access core read functionality from ZenML server.
  • Retrieve live information about users, stacks, pipelines, services, and more.
  • Trigger new pipeline runs with existing templates.
  • Integrate with MCP clients like Claude Desktop and Cursor.

How to use

Prerequisites

  • Access to a deployed ZenML server.
  • Clone the repository locally.

MCP Configuration

  • Setup the MCP config file specifying the server and necessary paths.
  • Configure for MCP clients such as Claude Desktop and Cursor.