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notebooklm-mcp

by roomi-fields
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TypeScript

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    TDQS

    A3.6/5.0

    Scored across 49 tools

    Disambiguation3/5

    Descriptions clarify most boundaries (e.g., search_passages vs notebook_ask, library_list vs notebook_list), but several tools overlap heavily: library_add/library_discover/notebook_create, content_list/source_list/note_list/library_list, and multiple delete tools. Descriptions also reference tools by stale alternate names, increasing misselection risk.

    Naming Consistency3/5

    All names are snake_case, but verb placement is inconsistent (library_add vs rename_source, share_notebook, get_chat_history) and some use noun_noun patterns (library_stats, server_health). Descriptions repeatedly refer to tools by different names (add_notebook, ask_question, get_health, setup_auth), creating a confusing dual naming scheme.

    Tool Count2/5

    49 tools is far beyond the 15-tool guideline and includes many narrow operations (revise_slide, check_source_freshness, manage_labels, share_notebook) alongside broad workflow tools. The surface is too large for easy scanning and invites tool-selection errors.

    Completeness4/5

    Coverage is broad: library CRUD/search, notebook create/list/delete/share, source add/read/rename/delete/freshness, chat ask/history, content generation/export/download, notes, labels, and research. Minor gaps remain (e.g., no note update/delete, limited source content update), but core lifecycle operations are present.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive

    Resources