data-science-ai-mcp

media MCP Server

ML/Data Science toolkit: feature importance ranking, model comparison, dataset profiling, correlation finding, and visualization recommendations. By MEOK AI Labs.

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Discovered via github-topic:mcp-server and last synced 3mo ago.

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Install

1. Install the package

npm install data-science-ai-mcp
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Available Tools (6)

Tool

Description

visualization_recommender

Recommend visualizations based on data characteristics and analysis goal.

dataset_profiler

Profile a dataset: completeness, quality issues, type distribution,

model_comparison

Compare ML models across metrics. Returns composite scores, speed

correlation_finder

Compute pairwise Pearson correlations between variables. Flags strong

feature_importance

Rank features by estimated importance for a prediction task.