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analyst_toolkit MCP Server

G-Schumacher44/analyst_toolkit

Score: 54.7 Rank #1121 Agent Framework
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Modular data QA and preprocessing toolkit — run as a Jupyter notebook pipeline, CLI, or MCP server with Docker and GCS support.

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Overview

G-Schumacher44/analyst_toolkit is a HTML MCP server licensed under MIT. Modular data QA and preprocessing toolkit — run as a Jupyter notebook pipeline, CLI, or MCP server with Docker and GCS support.

Ranked #1121 out of 25022 indexed tools.

In the top 5% of all indexed tools.

Ecosystem

HTML MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 185 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for G-Schumacher44/analyst_toolkit
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Matched Queries

"mcp server""mcp-server"

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