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Robiton
by Robiton

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Alternatives to NotebookLM MCP Server

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      MCP server that provides ~39 tools to interact with Google NotebookLM's internal API, enabling notebook management, source addition, chat queries, and Studio artifact generation through stdio, HTTP, and SSE transports.
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    TDQS

    A3.6/5.0

    Scored across 41 tools

    Disambiguation5/5

    Each tool targets a distinct operation or resource. Even with many tools, the boundaries are clear: notebook CRUD, source management, research pipeline, studio artifacts, notes, sharing, tags, etc. No two tools perform the same function.

    Naming Consistency3/5

    Tool names follow different patterns: some use noun_verb (notebook_create, source_add), others verb_noun (download_artifact, export_artifact), and some are single words (note, batch). While subdomains have internal consistency, the overall naming is mixed.

    Tool Count2/5

    41 tools is a very large surface for a single server. Although it covers extensive NotebookLM functionality, the count is high enough to overwhelm agents. Several tools could be consolidated (e.g., async query start/status, podcast tools redundant with studio).

    Completeness5/5

    The toolset covers nearly all NotebookLM features: full CRUD for notebooks, sources, notes, artifacts, research, sharing, tags, configuration, authentication, and batch operations. No obvious gaps in functionality for the domain.

    Maintenance

    ActivityInactive
    ResponsivenessResponsive