65
/100
C
◉ Complete 5⁄5
AIND Metadata MCP Server
Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets through MongoDB queries, aggregation pipelines, NWB file exploration, and AI-powered data summaries.
MongoDB
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
80
25% weight
Protocol Compliance
26
20% weight
Reliability
—
20% weight
Docs & Maintenance
59
15% weight
Security Hygiene
76
20% weight
Schema Interpretability
86
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 80 | Good |
| Description Quality | 80 | Good |
| Documentation Coverage | 50 | Fair |
| Maintenance Pulse | 50 | Fair |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 4 weeks, 2 days ago