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MCP server · Developer Tools

io.github.rohithraju-ops/mcp-ml-lab

by · github.com/rohithraju-ops/mcp-ml-lab

Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).

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Scored 5 months ago · breakdown

About io.github.rohithraju-ops/mcp-ml-lab

io.github.rohithraju-ops/mcp-ml-lab is an MCP server published by rohithraju-ops in the Developer Tools category: run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).

Recent commit activity is the strongest signal that reported issues will get attention.

Install

uvx
uvx mcp-ml-lab
pip
pip install mcp-ml-lab

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (5)

compare_runsSide-by-side comparison of multiple experiments

Parameters not published.

define_taskRegister an ML task (CSV + target + classification/regression)

Parameters not published.

get_resultsMarkdown report with metrics, hyperparameters, feature importance

Parameters not published.

inspect_dataProfile a CSV — shape, dtypes, nulls, summary stats, class balance

Parameters not published.

run_experimentTrain one or more models, optionally tuning with Optuna

Parameters not published.

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About io.github.rohithraju-ops/mcp-ml-lab

How do I install io.github.rohithraju-ops/mcp-ml-lab?

Run uvx mcp-ml-lab, then add the server to your MCP client's configuration.

Is io.github.rohithraju-ops/mcp-ml-lab safe to use with an AI agent?

Its trust score is 37 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.rohithraju-ops/mcp-ml-lab still maintained?

Yes — the last commit was 5 months ago. The repository has 0 stars and 0 forks.