58
/100
C
◎ Verified 5⁄5
Shepherd MCP
Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
Glama
Outdated MCP Spec
Verified visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
✓ Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
Schema Quality
84
25% weight
Protocol Compliance
68
20% weight
Reliability
—
20% weight
Docs & Maintenance
50
15% weight
Security Hygiene
82
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Latest Health Check
Checked 1 month, 1 week ago
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 100 | Good |
| Description Quality | 60 | Fair |
| Documentation Coverage | 47 | Fair |
| Maintenance Pulse | 45 | Fair |
| Dependency Health | 50 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month, 1 week ago
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