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cytoweave MCP Server

robert-mcdermott/cytoweave

Score: 56.7 Rank #8064 MCP Server
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Free, open-source flow cytometry analysis workbench for conventional, spectral and mass cytometry. Gating, compensation, spectral unmixing, QC, clustering/UMAP, statistics and publication figures. Reads/writes FlowJo & Gating-ML. Runs locally, your data never leaves your machine. Includes MCP server for AI agents, and Python and R API clients.

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Overview

robert-mcdermott/cytoweave is a JavaScript MCP server licensed under Apache-2.0. Free, open-source flow cytometry analysis workbench for conventional, spectral and mass cytometry. Gating, compensation, spectral unmixing, QC, clustering/UMAP, statistics and publication figures. Reads/writes FlowJo & Gating-ML. Runs locally, your data never leaves your machine. Includes MCP server for AI agents, and Python and R API clients.

Ranked #8064 out of 24846 indexed tools.

Ecosystem

JavaScript Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 3

3 stars → early stage

Freshness 25% 10d ago

Last commit 10d ago → recently updated

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 3
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

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

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for robert-mcdermott/cytoweave
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Matched Queries

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