70
/100
B
◔ Limited 3⁄4
OpenCollab MCP
Enables developers to find personalized open-source contributions by analyzing GitHub profiles and matching them with relevant 'good first issues' and beginner-friendly repositories. Provides comprehensive contribution tooling including repository health scoring, setup difficulty assessment, impact estimation, and automated PR planning.
GitHub
Glama
Limited visibility
— 3/4 applicable dimensions scored
✓ Schema Quality
○ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
A remote probe is needed for Protocol and Reliability scores.
Schema Quality
72
25% weight
Protocol Compliance
—
20% weight
Reliability
—
20% weight
Docs & Maintenance
53
15% weight
Security Hygiene
81
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 90 | Good |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 53 | Fair |
| Dependency Health | 50 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 1 month, 2 weeks ago
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