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clearml-mcp

ClearML MCP Server

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.

Tools

1. get_task_info

Get detailed task information, parameters, and status.

2. list_tasks

List tasks with advanced filtering (project, status, tags, user).

3. get_task_parameters

Retrieve hyperparameters and configuration.

4. get_task_metrics

Access training metrics, scalars, and plots.

5. get_task_artifacts

Get artifacts, model files, and outputs.

6. get_model_info

Get model metadata and configuration details.

7. list_models

Browse available models with filtering.

8. get_model_artifacts

Access model files and download URLs.

9. list_projects

Discover available ClearML projects.

10. get_project_stats

Get project statistics and task summaries.

11. find_project_by_pattern

Find projects matching name patterns.

12. find_experiment_in_project

Find specific experiments within projects.

13. compare_tasks

Compare multiple tasks by specific metrics.

14. search_tasks

Advanced search by name, tags, comments, and more.

Open Graph image for ClearML MCP Server

JSON Config

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

Useful Links

GitHubDeepWiki

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