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27 days ago

glama

NotebookLM MCP Structured

An enhanced MCP server that enables users to interact with NotebookLM while ensuring strict source fidelity and citation accuracy through client-side prompt structuring. It guides Claude to transform user queries into structured prompts that prevent the addition of external knowledge during document analysis.

→ paolodalprato/notebooklm-mcp-structured · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 2 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: LOGIN_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// known CVEs in dependencies2 high1 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.0.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.0.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

lowzod@3.22.0GHSA-m95q-7qp3-xv42

Zod denial of service vulnerability

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configAUTO_LOGIN_ENABLED

configAUTO_LOGIN_TIMEOUT_MS

configBROWSER_TIMEOUT

configHEADLESS

configLOGIN_EMAIL

🔐 secretLOGIN_PASSWORD

configMAX_DELAY_MS

configMAX_SESSIONS

configMIN_DELAY_MS

configNOTEBOOKLM_DISABLED_TOOLS

configNOTEBOOKLM_PROFILE

configNOTEBOOK_CLEANUP_ON_SHUTDOWN

configNOTEBOOK_CLEANUP_ON_STARTUP

configNOTEBOOK_CLONE_PROFILE

configNOTEBOOK_CONTENT_TYPES

configNOTEBOOK_DESCRIPTION

configNOTEBOOK_INSTANCE_MAX_COUNT

configNOTEBOOK_INSTANCE_TTL_HOURS

configNOTEBOOK_PROFILE_STRATEGY

configNOTEBOOK_TOPICS

configNOTEBOOK_URL

configNOTEBOOK_USE_CASES

configSESSION_TIMEOUT

configSTEALTH_ENABLED

configSTEALTH_HUMAN_TYPING

configSTEALTH_MOUSE_MOVEMENTS

configSTEALTH_RANDOM_DELAYS

configTYPING_WPM_MAX

configTYPING_WPM_MIN

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/paolodalprato-notebooklm-mcp-structured-15ox97)](https://m8ven.ai/mcp/paolodalprato-notebooklm-mcp-structured-15ox97)

commit: 6c7146160f8360d28756c5e757ae10289938fff1

code hash: f4cf745ceb6c59080446c5f05f1f65a2eae0e8dc95436a678eeb31de324938a5

verified: 6/13/2026, 10:33:06 AM

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