notebooklm-mcp (matheusbrios32004-lgtm/Notebooklm-mcp-connects-claude-to-notebooklm-) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 15 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Caution
74/100

notebooklm-mcp

MCP server that connects AI agents to Google NotebookLM, enabling natural language interaction with notebooks, including Q&A, source ingestion, and audio overview generation.

→ matheusbrios32004-lgtm/Notebooklm-mcp-connects-claude-to-notebooklm-· listed on glama

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

matheusbrios32004-lgtm

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
⚠️
Known vulnerabilities in dependencies: 1 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 dependencies1 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-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 →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configANSWER_TIMEOUT_MS600000 Hard ceiling on the wait for a NotebookLM answer.
configAUTO_LOGIN_ENABLED
configAUTO_LOGIN_TIMEOUT_MS
configBROWSER_CHANNELChrome (stable channel) preferred. The bundled Patchright Chromium is used as a fallback when Chrome refuses to launch — set =chromium to force it.
configBROWSER_TIMEOUT30000 Per-action browser timeout.
configHEADLESStrue Run Chrome headless. Override per-call with show_browser / browser_options.show.
configLOGIN_EMAIL
🔐 secretLOGIN_PASSWORD
configMAX_DELAY_MS
configMAX_SESSIONS10 Concurrent browser sessions.
configMIN_DELAY_MS
configNOTEBOOKLM_ACCOUNTwork npx notebooklm-mcp@latest
configNOTEBOOKLM_AI_MARKERfalse — drop the inline prefix. The _provenance field is always present.
configNOTEBOOKLM_AI_MARKER_PREFIX"..." — replace the prefix string with your own.
configNOTEBOOKLM_BROWSER_CHANNELBROWSER_CHANNEL / chrome chromium to force the bundled Patchright Chromium.
configNOTEBOOKLM_DISABLED_TOOLScleanup_data,re_auth npx notebooklm-mcp@latest
configNOTEBOOKLM_FOLLOW_UP_REMINDERfalse Re-enable the v1 follow-up reminder appended to answers.
configNOTEBOOKLM_HOSTEquivalent env vars: NOTEBOOKLM_TRANSPORT=http, NOTEBOOKLM_PORT=3000, =0.0.0.0.
configNOTEBOOKLM_PORTEquivalent env vars: NOTEBOOKLM_TRANSPORT=http, =3000, NOTEBOOKLM_HOST=0.0.0.0.
configNOTEBOOKLM_PROFILEstandard npx notebooklm-mcp@latest
configNOTEBOOKLM_TRANSPORTEquivalent env vars: =http, NOTEBOOKLM_PORT=3000, NOTEBOOKLM_HOST=0.0.0.0.
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_TIMEOUT900 Idle seconds before a session is GC-ed.
configSTEALTH_ENABLEDtrue Master switch for human-typing/mouse/delay stealth.
configSTEALTH_HUMAN_TYPING
configSTEALTH_MOUSE_MOVEMENTS
configSTEALTH_RANDOM_DELAYS
configTYPING_WPM_MAX
configTYPING_WPM_MIN
// quality suggestions

All four hints declared on every tool

6/15 tools missing one or more hints — list_notebooks (missing: destructiveHint, idempotentHint); get_notebook (missing: destructiveHint, idempotentHint); search_notebooks (missing: destructiveHint, idempotentHint), +3 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

Production dependencies are patched

0 critical, 1 high severity in production deps — @modelcontextprotocol/sdk@1.0.0 (high), zod@3.22.0 (low)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 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
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commit: 50b3e7f67f8535d9899c5e2b1b68f37d17b72aef
code hash: d8704104281f2a57270141cf6250085829a6daac31b9bbc7987d5c46b7bc8443
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