56
/100
C
◉ Complete 5⁄5
ArXiv Research Assistant
Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.
arXiv
Glama
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
54
25% weight
Protocol Compliance
31
20% weight
Reliability
—
20% weight
Docs & Maintenance
22
15% weight
Security Hygiene
78
20% weight
Schema Interpretability
90
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 50 | Fair |
| Description Quality | 60 | Fair |
| Documentation Coverage | 25 | Poor |
| Maintenance Pulse | 35 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 2 days ago
Add this to your README to display your MCP Scoreboard grade:
