ClearML MCP

What is ClearML MCP?

ClearML MCP connects AI to ClearML's end-to-end MLOps platform. ClearML provides experiment tracking, ML pipeline orchestration, data management, and model serving — all as open-source with optional enterprise features.

End-to-End MLOps

AI models through ClearML MCP can manage the entire ML lifecycle — from data preparation through training, optimization, and deployment — providing unified visibility and control.

Configuration

{
  "mcpServers": {
    "clearml": {
      "command": "npx",
      "args": ["clearml-mcp"],
      "env": {
        "CLEARML_API_HOST": "https://api.clear.ml",
        "CLEARML_API_ACCESS_KEY": "your_access_key",
        "CLEARML_API_SECRET_KEY": "your_secret_key"
      }
    }
  }
}

Use Cases

ClearML MCP serves ML teams managing complex pipelines, organizations needing end-to-end MLOps automation, and teams running distributed training across GPU clusters.