Skip to main content
Glama
usemanusai

NoteBook MCP

by usemanusai

NoteBook MCP

An MCP (Model Context Protocol) server that enables AI agents (like Claude Desktop) to query your personal Google NotebookLM notebooks.

It uses a persistent, local browser session (via Playwright) to bypass the lack of an official API, allowing for "warm start" instant queries.

✨ Features

  • Zero-API Access: Works with any Google account; no enterprise API required.

  • Warm Start: Keeps a browser instance open in the background, making creating queries instant (after the first load).

  • Persistent Auth: Uses standard browser cookies to maintain your session.

  • MCP Compliant: Works out-of-the-box with any MCP client.

Related MCP server: NotebookLM MCP Server

🚀 Setup

1. Installation

Clone this repository and install dependencies:

git clone https://github.com/your-username/notebook-mcp.git
cd notebook-mcp
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
playwright install chromium

Since Google's security prevents automated headless logins, you must export your cookies:

  1. Log in to NotebookLM in your regular Chrome browser.

  2. Open DevTools (Right-click -> Inspect) -> Application -> Cookies.

  3. Select https://notebooklm.google.com.

  4. Select all cookies (Cmd/Ctrl+A) and Copy (Cmd/Ctrl+C).

  5. Paste them into notebooklm_cookies.json in this directory.

Note: Your notebooklm_cookies.json is git-ignored by default. Never commit it!

💻 Usage

As an MCP Server (Claude Desktop)

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "notebooklm": {
      "command": "/absolute/path/to/notebook-mcp/.venv/bin/python3",
      "args": ["/absolute/path/to/notebook-mcp/server.py"]
    }
  }
}

As a Library

You can use the session manager in your own Python scripts:

from notebook_session import NotebookLMSession

session = NotebookLMSession(headless=True)
answer = session.query("https://notebooklm.google.com/notebook/...", "Summarize this doc")
print(answer)

⚠️ Limitations

  • Session Expiry: Google cookies expire every few weeks. If the tool stops working, re-export your cookies.

  • Single Threaded: The browser automation is not designed for high-concurrency requests.

License

MIT

A
license - permissive license
-
quality - not tested
D
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

  • A
    license
    -
    quality
    C
    maintenance
    Enables direct integration with Google NotebookLM from MCP clients, allowing agents to query notebooks, manage libraries, and get grounded research answers without manual copy-pasting. Uses browser automation to maintain persistent authentication and provides RAG-style research capabilities within code editors.
    5,712
    3,207
    MIT

View all related MCP servers

Related MCP Connectors

  • Cross-session, cross-device memory for your agent: remember and recall notes. No key to start.

  • Persistent docs and memory for AI agents — read, write, organize & search a shared workspace.

  • LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/usemanusai/notebook_mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server