What is notebooklm-claude-integration CLAUDE.md?

Instructions for connecting NotebookLM, Google's notebook-based research tool, to Claude Code. They describe a plugin and an MCP server that can authenticate, add and list notebooks, select notebooks, and answer questions about their contents.

Use them to work on the NotebookLM Claude Code plugin, its commands, research agent, MCP setup, or authentication and notebook-query workflows.

They provide the project layout and command and tool references needed to install, configure, and troubleshoot the integration.

How ray-manaloto/notebooklm-claude-integration configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to ray-manaloto/notebooklm-claude-integration. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/ray-manaloto/notebooklm-claude-integration/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/ray-manaloto/notebooklm-claude-integration

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/ray-manaloto/notebooklm-claude-integration/claude-md/github.svg)](https://agentmods.dev/instructions/ray-manaloto/notebooklm-claude-integration/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/ray-manaloto/notebooklm-claude-integration/claude-md"><img src="https://agentmods.dev/badge/instructions/ray-manaloto/notebooklm-claude-integration/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

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Per session 2,678 This file is loaded in full into every session.

When invoked 2,678 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found 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.

Model	Per session	Once invoked
Fable 5.1	$0.02678	$0.02678
Opus 5.5	$0.01071	$0.01071
Sonnet 5.5	$0.00536	$0.00536
Haiku 4.5	$0.00268	$0.00268

Measured 2mo ago against content hash e786e51b9be7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

notebooklm-claude-integration 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 2mo 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

Copies of this mod

1 near-identical copy found in the catalogue:

notebooklm-claude-integration CLAUDE.md — 100% identical, 0 lines differ

CLAUDE.md · 325 lines

How it starts

The opening of the file, as written. The whole thing — 325 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Instructions for Claude Code CLI

Project Overview

This repository contains a complete NotebookLM integration for Claude, providing two integration paths:

Claude Code Plugin (plugins/notebooklm/) - Commands, agents, and skills for Claude Code CLI
Claude Desktop MCP - Direct MCP server integration

Both integrations use the NotebookLM MCP Server (notebooklm-mcp) which handles browser automation, authentication, and notebook queries.

Repository Structure

notebooklm-claude-integration/
├── .claude-plugin/                  # Marketplace manifest (repo root)
│   └── marketplace.json             # Points to plugins in this repo
├── plugins/                         # Claude Code Plugin
│   └── notebooklm/
│       ├── .claude-plugin/
│       │   └── plugin.json          # Plugin manifest
│       ├── commands/
│       │   └── nlm.md               # /nlm command (ask, add, list, select, auth)
│       ├── agents/
│       │   └── research-agent.md    # Proactive research agent
│       ├── skills/
│       │   └── notebooklm-patterns/
│       │       └── SKILL.md         # MCP tools reference & troubleshooting
│       └── README.md
│
├── mcp-config/                      # MCP configuration utilities
│   ├── servers.json                 # Unified MCP server config
│   ├── env.example                  # Environment variable template
│   └── README.md                    # Pixi-first install instructions
│
├── docs/                            # Documentation
│   ├── CLAUDE_DESKTOP_SETUP.md
│   ├── CLAUDE_CODE_SETUP.md
│   ├── API_REFERENCE.md
│   └── TROUBLESHOOTING.md
│
├── examples/                        # Usage examples
│
└── tests/                           # Test suite

Plugin Commands

The plugin provides a single /nlm command with subcommands:

Command	Description
`/nlm ask <question>`	Ask a question to a notebook by ID
`/nlm ask-all <question>`	Ask all notebooks in parallel, compare answers
`/nlm list`	List all notebooks
`/nlm create <name>`	Create a new notebook (RPC)
`/nlm rename <id> <name>`	Rename a notebook (RPC)
`/nlm delete <id>`	Delete a notebook (RPC, confirm)
`/nlm source ...`	Add/list/sync/delete sources (RPC)
`/nlm research ...`	Start/status/import research (RPC)
`/nlm studio ...`	Create/status/delete studio artifacts (RPC)
`/nlm describe ...`	Summarize notebook or source (RPC)
`/nlm configure ...`	Configure chat goal/length/prompt (RPC)
`/nlm auth rpc`	Save RPC auth cookies

Read the full file on GitHub · 325 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.

2mo ago First seen · 325 lines · 2,678 tokens per session scan A e786e51b9be7

Subscribe to this mod's changes

notebooklm-claude-integration CLAUDE.md is an instructions file published in the GitHub repository ray-manaloto/notebooklm-claude-integration (18 stars, last pushed 10mo ago), licensed MIT. It adds 2,678 tokens to every session, about $0.0107 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Building agents Research

notebooklm-claude-integration CLAUDE.md next to 6 instructions from other repositories
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notebooklm-claude-integration CLAUDE.mdray-manaloto/notebooklm-claude-integration	Instructions file	18	10mo ago	MIT	A	2,678	Claude Code
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notebooklm-claude-integration: Instructions file for Claude Code