70
/100
B
◉ Complete 5⁄5
Hugging Face Hub MCP Server
Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.
Glama
MCP Surface
Tools: 8
Schema Drift
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
84
25% weight
Protocol Compliance
91
20% weight
Reliability
—
20% weight
Docs & Maintenance
28
15% weight
Security Hygiene
80
20% weight
Schema Interpretability
49
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 100 | Good |
| Description Quality | 60 | Fair |
| Documentation Coverage | 30 | Poor |
| Maintenance Pulse | 21 | Poor |
| Dependency Health | 55 | Fair |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 1 day ago
Protocol Compliance
Probed 1 month ago
Add this to your README to display your MCP Scoreboard grade:
