65
/100
C
◐ Assessed 4⁄4
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.
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
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