mcp-google
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- AlicenseNot gradedqualityAmaintenanceEnables Claude Code, Cursor, and Codex to interact with Google NotebookLM for citation-backed Q&A, source management, and generation of audio, video, infographics, reports, presentations, data tables, study aids, and mind maps, with multi-account rotation and auto-reauth. Also provides the same capabilities over a local HTTP REST API for n8n, Zapier, Make, and curl.1,214 npmMIT
- AlicenseNot gradedqualityAmaintenanceEnables citation-backed Q&A and full Studio content generation (audio, video, infographics, reports, presentations, data tables, flashcards, quizzes, mind maps) against Google NotebookLM, with multi-account rotation and auto-reauth. Serves both MCP clients like Claude Code and Cursor and a 33-endpoint HTTP REST API for no-code tools such as n8n, Zapier, and Make.1,214 npmMIT
- AlicenseNot gradedqualityAmaintenanceEnables citation-backed Q&A with Google NotebookLM and programmatic generation of audio, video, infographics, reports, presentations, data tables, flashcards, quizzes, and mind maps, with multi-account rotation and auto-reauth for high-volume batch runs. It exposes the same engine over MCP for Claude Code, Cursor, and Codex, and as a 33-endpoint local HTTP REST API for n8n, Zapier, Make, and curl.1,214 npmMIT
- AlicenseNot gradedqualityCmaintenanceEnables AI agents to drive a user's own signed-in Google NotebookLM (Gemini Notebook) account through 51 MCP tools, covering notebook and source management, grounded chat with numbered citations, fast and deep research, and generating or downloading audio/video overviews, slide decks, quizzes, flashcards, mind maps, infographics, reports and data tables. It runs over stdio or streamable HTTP on localhost and sends progress notifications for long-running jobs.1MIT
- AlicenseNot gradedqualityCmaintenanceMCP server for Google NotebookLM that allows asking questions to notebooks and managing notebook libraries via browser automation (Patchright). Designed for use with Claude Code and any MCP client.1,214 npmMIT
- AlicenseNot gradedqualityAmaintenanceEnables users to automate Google NotebookLM for citation-backed Q&A and full Studio content generation — audio overviews, video, infographics, reports, presentations, data tables, flashcards, quizzes and mind maps — over either an HTTP REST API or MCP. Supports multi-account rotation with automatic re-authentication, so long batch runs across personal and Google Workspace accounts continue without babysitting.1,214 npmMIT
TDQS
Scored across 58 tools
Most tools target a distinct resource+action, but the video-generation cluster (flow_gerar_video, flow_roteiro, flow_video_longo, flow_estender_video) and the Studio cluster (notebook_gerar_* × 10, notebook_estudio / _status / _baixar) overlap enough that an agent must read long descriptions to pick correctly. Similarly notebook_perguntar / notebook_resposta / notebook_conversa / notebook_pesquisar_fontes are separable only via detailed prose. Descriptions do resolve most confusion, but the boundaries are not self-evident from names alone.
All snake_case with clear domain prefixes (notebook_, flow_, login_), which aids grouping. However word order within names is inconsistent: verb-first forms (notebook_listar, flow_gerar_video) mix with noun-first forms (notebook_fonte_remover, notebook_nota_criar, notebook_estudio_baixar, flow_personagem_criar). Also two non-prefixed tools (login_*, diagnostico — the latter with no prefix at all) break the pattern.
58 tools is far beyond a comfortable surface and forces the agent to scan a large catalog for each request; ~10 Studio generation tools plus ~20 Flow tools plus NotebookLM CRUD create a heavy menu. The domain is genuinely broad (NotebookLM + Flow + Drive + auth/diagnostics), so it is not an arbitrary mismatch, but the count still needs consolidation (e.g. one Studio generator with a type parameter).
Coverage is exceptional: create/list/rename/delete for notebooks, sources, notes, Studio items, Flow projects and characters, plus generation, status polling, re-download, Drive export, credit/cost accounting, login and self-diagnostics. Async long-running work, quota ceilings and timeout fallbacks all have dedicated tools, so agents have no dead ends.