gemini-notebook-mcp-cli CLAUDE.md

gemini-notebook-mcp-cli CLAUDE.md is an instructions file for coding agents from jacob-bd/gemini-notebook-mcp-cli. It costs 3,445 tokens per session, scanned A, a copy of gemini-notebook-mcp-cli AGENTS.md, MIT.

A set of instructions for working on Gemini Notebook MCP Server and CLI, a Python tool that lets programs access notebooks through a server or command line. It includes setup, authentication, development, and testing guidance.

In plain words
What is it for?
Developing the server and command-line tool, running tests, starting it in different modes, and connecting it to Gemini Notebook data.
Why use it?
It gives the coding agent the commands and project rules needed to install, run, test, and update the tool correctly.

Instructions file

About the project

gemini-notebook-mcp-cli provides programmatic access to Gemini Notebook through a command-line interface and a Model Context Protocol server. It is for scripts, desktop applications, and AI agents that need to work with Gemini Notebook notebooks. The catalogue contains instructions and a skill for using it.

jacob-bd/gemini-notebook-mcp-cli · 6,023 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/jacob-bd/gemini-notebook-mcp-cli/claude-md
Clone the repo
git clone --depth 1 https://github.com/jacob-bd/gemini-notebook-mcp-cli

Wrote this? Show the measurements

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README.md
[![agentmods](https://agentmods.dev/badge/instructions/jacob-bd/gemini-notebook-mcp-cli/claude-md.svg)](https://agentmods.dev/instructions/jacob-bd/gemini-notebook-mcp-cli/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/jacob-bd/gemini-notebook-mcp-cli/claude-md"><img src="https://agentmods.dev/badge/instructions/jacob-bd/gemini-notebook-mcp-cli/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 3,445 This file is loaded in full into every session.
When invoked 3,445 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin 88% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.03445 $0.03445
Opus 5 $0.01723 $0.01723
Sonnet 5 $0.00689 $0.00689
Haiku 4.5 $0.00345 $0.00345

Measured 6d ago against content hash 7347bc9ee781, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

gemini-notebook-mcp-cli CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

88% identical to gemini-notebook-mcp-cli AGENTS.md — 41 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

CLAUDE.md · 299 lines

How it starts

The opening of the file, as written. The whole thing — 299 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

Gemini Notebook (formerly Google NotebookLM) MCP Server & CLI - Provides programmatic access to Gemini Notebook (notebook.google.com) via both a Model Context Protocol server and a comprehensive command-line interface.

Tested with personal/free tier accounts. May work with Google Workspace accounts but has not been tested.

Development Commands

# Fetch latest from remote (run before git operations)
git fetch

# Install dependencies
uv tool install .

# Reinstall after code changes (ALWAYS clean cache first)
uv cache clean && uv tool install --force .

# Run the MCP server (stdio)
notebooklm-mcp

# Run with Debug logging
notebooklm-mcp --debug

# Run as HTTP server
notebooklm-mcp --transport http --port 8000

# Run tests
uv run pytest

# Run a single test
uv run pytest tests/test_file.py::test_function -v

Python requirement: >=3.11

Authentication (SIMPLIFIED!)

You only need to provide COOKIES! The CSRF token and session ID are now automatically extracted when needed.

Method 1: Chrome DevTools MCP (Recommended)

Option A - Fast (Recommended): Extract CSRF token and session ID directly from network request - no page fetch needed!

# 1. Navigate to NotebookLM page
navigate_page(url="https://notebook.google.com/")

# 2. Get a batchexecute request (any NotebookLM API call)
get_network_request(reqid=<any_batchexecute_request>)

# 3. Save with all three fields from the network request:
save_auth_tokens(
    cookies=<cookie_header>,
    request_body=<request_body>,  # Contains CSRF token
    request_url=<request_url>      # Contains session ID
)

Option B - Minimal (slower first call): Save only cookies, tokens extracted from page on first API call

save_auth_tokens(cookies=<cookie_header>)

Method 2: Environment Variables

Variable Required Description
NOTEBOOKLM_COOKIES Yes Full cookie header from Chrome DevTools
NOTEBOOKLM_CSRF_TOKEN No (DEPRECATED - auto-extracted)
NOTEBOOKLM_SESSION_ID No (DEPRECATED - auto-extracted)
NOTEBOOKLM_BL No Override for build label / bl URL param (auto-extracted from page)
NOTEBOOKLM_HL No Interface language and default artifact language (default: en)
NOTEBOOKLM_RPC_OVERRIDES No Hot-patch rotated batchexecute RPC method IDs without a release. JSON object mapping BaseClient RPC attribute names to new IDs, e.g. {"RPC_LIST_NOTEBOOKS": "abc123"}

Read the full file on GitHub · 299 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 299 lines · 3,445 tokens per session scan A 7347bc9ee781

Subscribe to this mod's changes

gemini-notebook-mcp-cli CLAUDE.md is an instructions file published in the GitHub repository jacob-bd/gemini-notebook-mcp-cli (6,023 stars, last pushed yesterday), licensed MIT. It adds 3,445 tokens to every session, about $0.0172 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to gemini-notebook-mcp-cli AGENTS.md, differing in 41 lines, and is treated as a copy.

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