Directory · Skills

notebooklm-py

Unofficial Python API, CLI, MCP server, and agent skill for driving Google NotebookLM (Gemini Notebook) from Claude Code and Codex.

★ 19,727 stars · last updated 2026-10-14 · Free, open source · View on GitHub

Best for

• Offloading document-heavy research to NotebookLM while an agent orchestrates
• Bulk exporting quizzes, flashcards, mind maps, and reports to local files
• Giving coding agents grounded, cited answers from internal docs via MCP
• Scheduled or headless generation of audio overviews and reports

Install

pip install "notebooklm-py[android,browser]"
notebooklm login --master-token --account [email protected]
notebooklm skill install

Our take

Built on undocumented Google APIs, so endpoints can break without notice and heavy use may be rate limited; the README recommends it for prototypes, research, and personal projects. Ships a root SKILL.md, AGENTS.md for Codex, plus MCP and REST servers, with an opt-in Android gRPC backend alongside the default web transport. Widely starred and actively maintained, with exports the web UI does not offer such as batch downloads and mind map JSON.

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