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82
/100
B ◉ Complete 55

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.

by PleasePrompto ★ 1323 Last commit: 3 months, 2 weeks ago
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
30-Day Trend

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

16
Tools Found
1ms
Tools/List
Pass
Schema Valid
0/100
Error Handling
100/100
Fuzz Score
Probed 1 month ago
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