A lightweight Model Context Protocol (MCP) server that enables AI assistants to interact with ClearML experiments, models, and projects for comprehensive ML experiment context and analysis.
Get detailed task information, parameters, and status.
List tasks with advanced filtering (project, status, tags, user).
Retrieve hyperparameters and configuration.
Access training metrics, scalars, and plots.
Get artifacts, model files, and outputs.
Get model metadata and configuration details.
Browse available models with filtering.
Access model files and download URLs.
Discover available ClearML projects.
Get project statistics and task summaries.
Find projects matching name patterns.
Find specific experiments within projects.
Compare multiple tasks by specific metrics.
Advanced search by name, tags, comments, and more.
{
"mcpServers": {
"clearml": {
"command": "uvx",
"args": ["clearml-mcp"]
}
}
}