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NotebookLM Retrieval MCP

by dillettante

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    TDQS

    A3.7/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct action-resource pair: list_notebooks vs list_sources operate on different entities, source_fulltext vs notebook_summary clearly separate raw source text from derived AI summaries, and ask is a uniquely generative operation. Descriptions explicitly clarify the raw-vs-derived distinction, leaving no real overlap.

    Naming Consistency3/5

    Names mix conventions: list_notebooks and list_sources follow verb_noun, but source_fulltext and notebook_summary are noun_noun, and ask is a bare verb. Still readable and inferable, but not a predictable pattern.

    Tool Count5/5

    Five focused tools are well-scoped for a read-only retrieval server, each earning its place without redundancy or filler.

    Completeness4/5

    The read-only retrieval surface covers notebook listing, source listing, full text, summaries, and Q&A, matching the server's stated retrieval purpose. Minor gaps exist (no cross-notebook source search or content-write operations), but agents can work around them within the read-only scope.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues