54
/100
D
◉ Complete 5⁄5
MCP Qdrant Server with OpenAI Embeddings
This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.
OpenAI
Qdrant
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
48
25% weight
Protocol Compliance
25
20% weight
Reliability
—
20% weight
Docs & Maintenance
17
15% weight
Security Hygiene
80
20% weight
Schema Interpretability
95
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 40 | Fair |
| Description Quality | 60 | Fair |
| Documentation Coverage | 25 | Poor |
| Maintenance Pulse | 19 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 2 days ago