52
/100
D
◉ Complete 6⁄6
HF Dataset MCP
An MCP server for the Hugging Face Dataset Viewer API that enables searching, fetching, and filtering datasets on the Hugging Face Hub. It allows users to explore schemas, perform full-text searches, and analyze dataset statistics through natural language.
Web Fetch
Template Description
Complete visibility
— 6/6 applicable dimensions scored
✓ Schema Quality
✓ Protocol
✓ Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
57
25% weight
Protocol Compliance
51
20% weight
Reliability
—
20% weight
Docs & Maintenance
32
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
94
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Latest Health Check
Checked 1 month ago
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 90 | Good |
| Documentation Coverage | 30 | Poor |
| Maintenance Pulse | 40 | Fair |
| Dependency Health | 75 | Good |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago
Recent Events
1 month ago