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ClearML MCP

Created 4 months ago

A lightweight Model Context Protocol (MCP) server that enables AI assistants to interact with ClearML experiments, models, and projects.

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What is ClearML MCP?

Get comprehensive ML experiment context and analysis directly from [ClearML](https://clear.ml) in your AI conversations.

Documentation

ClearML MCP Server

Features

  • Experiment Discovery
  • Performance Analysis
  • Real-time Metrics
  • Smart Search
  • Artifact Management

Requirements

  • uv
  • ClearML account with valid API credentials

Quick Start# Prerequisites

You need a configured ClearML environment with your credentials in ~/.clearml/clearml.conf.

Installation

pip install clearml-mcp

Integrations# Claude Desktop

Add to your Claude Desktop configuration.

Cursor

Add to your Cursor settings.

Other AI Assistants

Use this configuration for any MCP-compatible AI assistant.

Available Tools

The ClearML MCP server provides 14 comprehensive tools for ML experiment analysis.

Usage Examples

Once configured, you can ask your AI assistant questions about experiments and models.

Development# Setup

git clone https://github.com/prassanna-ravishankar/clearml-mcp.git
cd clearml-mcp
uv sync

License

MIT License - see LICENSE for details.

Server Config 

{
  "mcpServers": {
    "clearml-mcp-server": {
      "command": "npx",
      "args": [
        "clearml-mcp"
      ]
    }
  }
}

Links & Status

Repository: github.com
Hosted: No
Global: No
Official: Yes

Project Info

Hosted Featured
Created At: Jul 17, 2025
Updated At: Aug 07, 2025
Author: Prass, The Nomadic Coder
Category: community
License: MIT License
Tags:
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