A
licenseNot graded
qualityD
maintenanceEnables AI agents to query Google NotebookLM directly for accurate, source-based answers, eliminating hallucinations by relying on user-uploaded documents.
8 npm
2
MIT
NotebookLM MCP Server
by inventra
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TDQS
A3.6/5.0
Scored across 16 tools
Disambiguation3/5
Most tools have distinct purposes, but there is some overlap between close_session and reset_session (both manage sessions), and between setup_auth and re_auth (both handle authentication). The descriptions help clarify differences, but an agent might occasionally misselect between these pairs.
Naming Consistency4/5
Tool names follow a consistent verb_noun pattern (e.g., add_notebook, list_notebooks, get_health), with minor deviations like cleanup_data (noun_verb) and ask_question (verb_noun but less structured). Overall, the naming is readable and mostly predictable.
Tool Count4/5
16 tools are reasonable for managing NotebookLM notebooks, sessions, authentication, and cleanup. It covers core workflows without being overly heavy, though some tools like cleanup_data are specialized and might be used infrequently.
Completeness5/5
The tool set provides complete CRUD/lifecycle coverage for NotebookLM notebooks (add, list, get, update, remove, search, select) and sessions (list, close, reset), plus authentication, health checks, and cleanup. No obvious gaps exist for the server's purpose.
Maintenance
ActivityInactive
ResponsivenessNo issues