82
/100
B
◉ Complete 5⁄5
NotebookLM MCP Structured
An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.
Anthropic
Glama
MCP Surface
Tools: 16
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
90
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
58
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
83
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 90 | Good |
| Description Quality | 90 | Good |
| Documentation Coverage | 62 | Fair |
| Maintenance Pulse | 45 | Fair |
| Dependency Health | 55 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago
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