probe-research
PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 16 Jul 2026. How this is checked
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.
Inferred · not functionally tested
Overview
5 featuresPurpose: Simplifying experiment tracking and integration with MCP for machine learning research workflows.
Inferred · not functionally tested
Audience: Machine learning researchers and engineers
Inferred · not functionally tested
Functions: analytics
Inferred · not functionally tested
Interfaces: API: unknown · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: unknown
Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
probe-research is an Other data science & ML project. Inferred · not functionally tested: It focuses on simplifying experiment tracking and integration with MCP for machine learning research workflows. Inferred · not functionally tested: probe-research is an open-source project aimed at machine learning researchers and engineers. Basis unknown · not verified: probe-research is open source under the MIT license. Basis unknown · not verified: It ships for the command line.
probe-research first shipped in 2026. Development happens publicly on GitHub with 51 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include experiment tracking, CLI interface, and SDK integration. Basis unknown · not verified: Catalogued interfaces include an MCP server.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Experiment tracking
- CLI interface
- SDK integration
- MCP client
- Read-only access
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
24What PulseGate has recorded for this listing
Frequently asked questions about probe-research
- What does probe-research do?
- Inferred · not functionally tested: Probe-research focuses on simplifying experiment tracking and integration with MCP for machine learning research workflows. It is catalogued under Other data science & ML on PulseGate.
- Who should use probe-research?
- Inferred · not functionally tested: probe-research is an open-source project built for machine learning researchers and engineers.
- Does probe-research have a free plan?
- Basis unknown · not verified: Yes — probe-research is open source under the MIT license and free to use.
- What platforms does probe-research run on?
- Basis unknown · not verified: probe-research runs on the command line.
- Is probe-research still maintained?
- PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 51 commits in the last 90 days.
- How long has probe-research been around?
- probe-research first shipped in 2026.
- Is probe-research open source?
- Basis unknown · not verified: Yes — probe-research is open source under the MIT license, developed on GitHub.
- Does probe-research have an API or integrations?
- Basis unknown · not verified: Yes — probe-research exposes an MCP server.
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