nblm-mcp
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- FlicenseAqualityDmaintenanceEnables AI agents to query and interact with Google NotebookLM notebooks to retrieve citation-backed information. It provides tools for listing notebooks, accessing source data, and asking natural language questions.11-
- AlicenseBqualityBmaintenanceEnables AI agents to interact with Google NotebookLM for grounded, hallucination-free answers through notebook management, source management, research, and generation tools.29397 npm36MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to programmatically access and control Google NotebookLM, supporting operations like notebook management, source addition, audio generation, and more via natural language.39MIT
- AlicenseBqualityAmaintenanceEnables AI assistants to programmatically interact with Google NotebookLM, allowing them to create and manage notebooks, add sources, query content, generate audio/video, and perform research tasks through natural language commands.5014,621 PyPI6,161MIT
- AlicenseNot gradedqualityDmaintenanceEnables interaction with Google NotebookLM to create notebooks, add sources (PDF, URL, YouTube), and ask questions with citations.1MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to programmatically access Google NotebookLM through browser automation for managing notebooks, sources, and chat interactions. It supports automated content generation including audio overviews, study guides, and quizzes directly within AI workflows.397 npmMIT
TDQS
Scored across 13 tools
Most tools target a distinct resource+action (notebook CRUD, source add/delete/list, artifact generate/list/download, ask, auth). Minor overlap between get_notebook (returns notebook with sources) and list_sources (sources with processing status), but descriptions clarify the difference.
Strong verb_noun pattern for most tools (add_source, list_notebooks, create_notebook, list_artifacts, generate_artifact, download_artifact). A few deviations—ask (bare verb), chat_history and auth_status (noun phrases)—but overall readable and predictable.
13 tools is well-scoped for the NotebookLM domain, cleanly grouped into notebooks, sources, artifacts, and query/auth concerns. Each tool earns its place with no filler.
Good CRUD/lifecycle coverage: notebook create/get/list/delete, source add/delete/list, artifact generate/list/download, plus ask, chat_history, and auth_status. Minor gaps like notebook rename/update and source update, but core workflows are covered.