25
/100
F
◐ Assessed 4⁄4
LLM Graph Builder MCP
Enables Claude to automatically extract entities and relationships from URLs, PDFs, and YouTube videos to build structured knowledge graphs in Neo4j. It supports custom schemas, academic citation extraction, and community detection for advanced research and content analysis.
Anthropic
YouTube
Glama
Exfiltration Risk
Assessed visibility
— 4/4 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
Schema Quality
60
25% weight
Protocol Compliance
42
20% weight
Reliability
—
20% weight
Docs & Maintenance
43
15% weight
Security Hygiene
76
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 40 | Fair |
| Description Quality | 90 | Good |
| Documentation Coverage | 50 | Fair |
| Maintenance Pulse | 30 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 1 day ago
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