Borrowing it
Nothing to install: this file belongs to paolodalprato/notebooklm-mcp-structured. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/paolodalprato/notebooklm-mcp-structured/main/CLAUDE.mdgit clone --depth 1 https://github.com/paolodalprato/notebooklm-mcp-structuredWrote 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.
[](https://agentmods.dev/instructions/paolodalprato/notebooklm-mcp-structured/claude-md)<a href="https://agentmods.dev/instructions/paolodalprato/notebooklm-mcp-structured/claude-md"><img src="https://agentmods.dev/badge/instructions/paolodalprato/notebooklm-mcp-structured/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.
<a href="https://agentmods.dev/instructions/paolodalprato/notebooklm-mcp-structured/claude-md"><img src="https://agentmods.dev/badge/instructions/paolodalprato/notebooklm-mcp-structured/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01898 | $0.01898 |
| Opus 5 | $0.00949 | $0.00949 |
| Sonnet 5 | $0.00380 | $0.00380 |
| Haiku 4.5 | $0.00190 | $0.00190 |
Grade A, and why
notebooklm-mcp-structured 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 10d 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.
How it starts
The opening of the file, as written. The whole thing — 170 lines — stays where its author put it; the contents beside it link to each section on GitHub.
NotebookLM MCP Structured
Enhanced MCP server for NotebookLM with client-side prompt structuring for source fidelity in professional document analysis.
Stack
- Language: TypeScript (ES2022, Node16 modules)
- Runtime: Node.js >= 18.0.0
- Framework: MCP SDK (@modelcontextprotocol/sdk)
- Browser automation: Patchright (Playwright fork with stealth features)
- Validation: Zod
- Testing:
node:testunit tests for the singleton module (npm run test:unit) plus an integration script (npm run test:singleton); the rest of the server is manually tested viatsx src/index.ts
Structure
src/
├── index.ts # Entry point: role dispatch (proxy/backend/direct) + CLI commands
├── server-core.ts # Shared server core: managers + MCP Server factory, reused by all three roles
├── config.ts # Configuration: defaults, ENV overrides, paths, timing constants
├── errors.ts # Custom errors + page closed detection helper
├── selectors.ts # Centralized DOM selectors for NotebookLM UI
├── types.ts # Global TypeScript interfaces
├── singleton/
│ ├── proxy.ts # Proxy role: stdio<->HTTP JSON-RPC pipe, handshake replay on reconnect
│ ├── backend.ts # Backend role: shared server over localhost Streamable HTTP
│ ├── spawn.ts # Backend discovery, spawn lock, version-skew handling
│ └── registry.ts # singleton.json / singleton.lock read-write helpers
├── auth/
│ └── auth-manager.ts # Google auth: login, cookies, state persistence
├── session/
│ ├── session-manager.ts # Session lifecycle, cleanup, limits
│ ├── browser-session.ts # Page interactions, question/answer flow
│ └── shared-context-manager.ts # Shared browser context (fingerprint)
├── library/
│ ├── notebook-library.ts # Notebook collection management (CRUD)
│ └── types.ts # Library-specific types
├── tools/
│ ├── index.ts # Exports definitions + handlers
│ ├── definitions.ts # Tool definitions aggregator
│ ├── handlers.ts # Tool implementation logic
│ ├── definitions/
│ │ ├── ask-question.ts # Core tool with structuring guidelines
│ │ ├── notebook-management.ts # Library tools
│ │ ├── session-management.ts # Session tools
│ │ └── system.ts # Health, auth, cleanup tools
│ └── templates/
│ └── structuring-guidelines.ts # Prompt structuring template
├── resources/
│ └── resource-handlers.ts # MCP resources for notebooks
└── utils/
├── cleanup-manager.ts # Deep cleanup of browser data
├── cli-handler.ts # CLI config commands
├── connection-checker.ts # Chrome state detection
├── logger.ts # Colored console logging (testable with DI)
├── page-utils.ts # Response detection, streaming handling
├── settings-manager.ts # Profile-based tool filtering
└── stealth-utils.ts # Human-like typing/mouse
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.
- 10d ago First seen · 170 lines · 1,898 tokens per session scan A 53f0ae35a7ab
notebooklm-mcp-structured CLAUDE.md is an instructions file published in the GitHub repository paolodalprato/notebooklm-mcp-structured (45 stars, last pushed 20d ago), licensed MIT. It adds 1,898 tokens to every session, about $0.0095 per session on Opus 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.
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