50
/100
D
◎ Verified 5⁄5
Stats Compass
50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
pandas
Glama
Verified visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
✓ Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
Schema Quality
68
25% weight
Protocol Compliance
38
20% weight
Reliability
—
20% weight
Docs & Maintenance
62
15% weight
Security Hygiene
81
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Latest Health Check
Checked 1 week, 3 days ago
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 80 | Good |
| Documentation Coverage | 57 | Fair |
| Maintenance Pulse | 51 | Fair |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago
Add this to your README to display your MCP Scoreboard grade:
