79
/100
B
◉ Complete 5⁄5
NotebookLM MCP Server
Enables interaction with Google's NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Drive, perform AI-powered research and analysis, and generate audio overviews, videos, infographics, and slide decks from research content.
YouTube
Glama
MCP Surface
Tools: 32
Schema Drift
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
72
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
46
25% weight
Security Hygiene
90
33% weight
Schema Interpretability
99
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 90 | Good |
| Documentation Coverage | 47 | Fair |
| Maintenance Pulse | 43 | Fair |
| Dependency Health | 30 | Poor |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 1 day ago
Protocol Compliance
Schema Issues (106)
notebook_list.max_results: missing description
notebook_create.title: missing description
notebook_get.notebook_id: missing description
notebook_describe.notebook_id: missing description
source_describe.source_id: missing description
source_get_content.source_id: missing description
notebook_add_url.notebook_id: missing description
notebook_add_url.url: missing description
notebook_add_text.notebook_id: missing description
notebook_add_text.text: missing description
notebook_add_text.title: missing description
notebook_add_drive.notebook_id: missing description
notebook_add_drive.document_id: missing description
notebook_add_drive.title: missing description
notebook_add_drive.doc_type: missing description
... and 91 more
Probed 1 month ago
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