probe-research is an open-source CLI and SDK tool for tracking machine learning experiments and integrating with the Model Context Protocol (MCP). It provides read-only MCP client capabilities, supporting reproducible research and MLOps workflows for ML engineers and researchers.
In the Data science & ML workbench space, probe-research takes a focused approach. It focuses on simplifying experiment tracking and integration with MCP for machine learning research workflows. probe-research is an open-source project aimed at machine learning researchers and engineers. The project is open source (MIT). The product ships for the command line.
probe-research first shipped in 2026. The project is developed in the open on GitHub with 51 commits in the last 90 days. Among its 5 catalogued features are experiment tracking, CLI interface, and SDK integration. It exposes integrations via an MCP server.
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