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NotebookLM MCP Server

by Vetal711
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Python
Hybrid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.3/5.0

    Scored across 12 tools

    Disambiguation5/5

    Each tool serves a distinct purpose: adding sources, asking questions, creating/deleting notebooks, generating audio/reports, retrieving history/summaries, and health checks. There is no overlap or ambiguity between tools.

    Naming Consistency4/5

    Most tools follow a verb_noun pattern (e.g., add_source, create_notebook), but 'health_check' is noun_verb, breaking the pattern. Otherwise, naming is consistent and clear.

    Tool Count5/5

    With 12 tools, the server covers the core NotebookLM workflows without being overwhelming. Each tool is necessary and well-scoped for the domain.

    Completeness3/5

    Missing operations include updating or deleting sources, updating notebook names, and a dedicated 'get_notebook' tool. Additionally, 'get_summary' lacks a notebook_id parameter, which is a notable gap.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources