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83
/100
B ◉ Complete 55

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.

by Morfeu333 ★ 1 Last commit: 2 months, 1 week ago
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
30-Day Trend

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

32
Tools Found
5ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
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
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