83
/100
B
◉ Complete 5⁄5
NotebookLM MCP Server
Enables interaction with Google's NotebookLM via the Model Context Protocol to manage notebooks, sources, and research tasks. Users can create, query, and summarize content, as well as generate artifacts like audio overviews and slide decks using natural language.
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
88
25% weight
Protocol Compliance
82
20% weight
Reliability
—
20% weight
Docs & Maintenance
58
15% weight
Security Hygiene
80
20% weight
Schema Interpretability
99
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 80 | Good |
| Description Quality | 100 | Good |
| Documentation Coverage | 62 | Fair |
| Maintenance Pulse | 45 | Fair |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 1 month, 1 week ago
Protocol Compliance
Schema Issues (107)
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 92 more
Probed 1 month, 1 week ago