{"data":{"slug":"gemini-notebook-mcp-cli","name":"Gemini Notebook MCP CLI","tagline":"MIT CLI+MCP for Gemini Notebook (NotebookLM) — uv/PyPI free path","category":"agents","categoryName":"AI Agents","url":"https://github.com/jacob-bd/gemini-notebook-mcp-cli","github":"https://github.com/jacob-bd/gemini-notebook-mcp-cli","pricing":"open-source","hook":"gemini-notebook-mcp-cli gives agents and shells programmatic access to Gemini Notebook (formerly NotebookLM) via `nlm` CLI and an MCP server — install once, connect many tools.","whatsGood":"MIT (jacob-bd/gemini-notebook-mcp-cli). Free via `uv tool install notebooklm-mcp-cli` (PyPI package ships CLI + MCP). `nlm login` uses Google account sign-in for the NotebookLM product; `nlm setup` wires detected AI tools and optional skill packs. Consumer accounts are the tested path; ★6,179 treated as real OK.","theCatch":"Vs google-workspace-cli (`gws`): that is first-party Drive/Gmail/Calendar/Admin Workspace CLI+skills; this is NotebookLM/Gemini Notebook notebooks via MCP/CLI. Undocumented internal APIs that can change, plus cookie extraction from the browser for auth — personal/experimental risk, not a paid CLI wall. Enterprise Notebook host support is experimental.","verdict":"MIT NotebookLM MCP/CLI when agents must drive Gemini Notebook — Google login is product auth; soft on internal APIs/cookies vs Workspace CLI.","addedAt":"2026-09-29","featured":false,"domain":"AI Agents","subSpecialty":"MCP","subcategory":"MCP","tags":["mcp","cli","self-host","permissive","active"],"capabilities":["mcp","cli","notebooklm"],"surfaces":["MCP","CLI","Self-host"],"ecosystem":["Python","Multi-platform"],"licenseModel":"OSS/MIT","githubStars":6341,"starsPerWeek":148,"access":"free","archived":false,"repo":{"createdAt":"2025-12-23","pushedAt":"2026-10-17","license":"MIT","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/gemini-notebook-mcp-cli","html":"/gems/gemini-notebook-mcp-cli","markdown":"/gems/gemini-notebook-mcp-cli.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}