82
/100
B
◉ Complete 5⁄5
NotebookLM MCP Server
Enables direct integration with Google NotebookLM from MCP clients, allowing agents to query notebooks, manage libraries, and get grounded research answers without manual copy-pasting. Uses browser automation to maintain persistent authentication and provides RAG-style research capabilities within code editors.
MCP Surface
Tools: 16
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
94
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
80
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
62
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 90 | Good |
| Description Quality | 100 | Good |
| Documentation Coverage | 62 | Fair |
| Maintenance Pulse | 100 | Good |
| Dependency Health | 55 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | 90 | Good |
Analyzed 1 month ago
Protocol Compliance
Probed 1 month ago