Trackio

3

Automatically monkey-patches Gradio applications to expose trackio experiment tracking data, enabling query access to machine learning projects, runs, metrics, and statistics without requiring code changes to existing workflows.

Category Web Apps
Language Python
License MIT
Added Mar 28, 2026
Views 70

About

Provides MCP server functionality for trackio experiment tracking by automatically monkey-patching Gradio applications to expose trackio data through MCP tools. The implementation uses a direct patching approach that activates on import, enabling AI assistants to query experiment projects, runs, metrics, and statistics through a standardized API without requiring code changes to existing trackio workflows. Built for machine learning researchers and developers who want to make their experiment tracking data accessible to AI agents for analysis, comparison, and reporting tasks, with support for deployment to Hugging Face Spaces for remote access.

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