NotebookLM MCP with Audio (sasuketorii/notebooklm_mcp_with) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 1 tool. No publisher has claimed this listing.

C
Emerging
74/100

NotebookLM MCP with Audio

Custom MCP server for NotebookLM that adds audio source upload, YouTube source ingestion, source readiness polling, and transcript export, complementing standard Q&A and audio overview tools.

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

sasuketorii

Source: Glama

Is this your MCP?

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Install from

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
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 2 credentials: LOGIN_PASSWORD, NOTEBOOKLM_HTTP_BEARER_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 low

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

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_MS
configAUTO_LOGIN_ENABLED
configAUTO_LOGIN_TIMEOUT_MS
configBROWSER_CHANNEL
configBROWSER_TIMEOUT
configHEADLESStrue ./scripts/start-http.sh
configLOGIN_EMAIL
🔐 secretLOGIN_PASSWORD
configMAX_DELAY_MS
configMAX_SESSIONS
configMIN_DELAY_MS
configNOTEBOOKLM_ACCOUNT
configNOTEBOOKLM_AI_MARKER
configNOTEBOOKLM_AI_MARKER_PREFIX
configNOTEBOOKLM_ALLOW_NON_LOOPBACK
configNOTEBOOKLM_AUDIO_ROOTS
configNOTEBOOKLM_BROWSER_CHANNEL
configNOTEBOOKLM_DISABLED_TOOLS
configNOTEBOOKLM_FOLLOW_UP_REMINDER
configNOTEBOOKLM_HOST
🔐 secretNOTEBOOKLM_HTTP_BEARER_TOKENexport ="$(openssl rand -hex 32)"
configNOTEBOOKLM_PORT
configNOTEBOOKLM_PROFILE
configNOTEBOOKLM_TRANSPORT
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
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

1/1 tools missing one or more hints — shared-core-proof (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). 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.

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
[![M8ven Score](https://m8ven.ai/badge/mcp/sasuketorii/notebooklm_mcp_with)](https://m8ven.ai/mcp/sasuketorii/notebooklm_mcp_with)
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commit: 17e818d040dcc9360d5658c7c7dc54a2e04893aa
code hash: 63f2b743dfa14b4e48249f70114f79c9f1c0bc951c0909d24db02edf141e6519
view raw JSON →
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