← Back to leaderboard
65
/100
C ◐ Assessed 44

Scanpy-MCP

Provides a natural language interface for scRNA-Seq analysis using the Scanpy library, supporting operations such as data preprocessing, clustering, and visualization. It enables AI agents and clients to perform complex single-cell transcriptomics workflows through the Model Context Protocol.

by scmcphub ★ 2 Last commit: 9 months, 2 weeks ago
Assessed visibility — 4/4 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
Schema Quality
56
25% weight
Protocol Compliance
68
20% weight
Reliability
20% weight
Docs & Maintenance
55
15% weight
Security Hygiene
80
20% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Static Analysis

Metric Score Rating
Schema Completeness 40 Fair
Description Quality 80 Good
Documentation Coverage 40 Fair
Maintenance Pulse 41 Fair
Dependency Health 50 Fair
License Clarity 100 Good
Version Hygiene 90 Good
Analyzed 1 month ago
Embed Badge

Add this to your README to display your MCP Scoreboard grade:

MCP Score Badge
[![MCP Score](https://mcpscoreboard.com/badge/bf9df39f-c2df-48da-82f5-1476127fe50d.svg)](https://mcpscoreboard.com/server/bf9df39f-c2df-48da-82f5-1476127fe50d/)