NotebookLM MCP (m4yk3ldev/notebooklm-mcp) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 27 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

NotebookLM MCP

Enables AI assistants to interact with Google NotebookLM, allowing notebook management, source ingestion, deep research, and content generation directly from the terminal or IDE.

→ m4yk3ldev/notebooklm-mcp· listed on glama

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

Sandbox Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

m4yk3ldev

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

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.

⏳ This MCP is queued for scoring. Check back in a few minutes.
// 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 1 credential: NOTEBOOKLM_CSRF_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// 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.
configNOTEBOOKLM_BL
configNOTEBOOKLM_COOKIESPick your client below — every section shows the config file path per OS, a minimal copy-paste block, and the advanced variant with --query-timeout and env override.
🔐 secretNOTEBOOKLM_CSRF_TOKENFor headless / CI environments, set NOTEBOOKLM_COOKIES (and optionally , NOTEBOOKLM_SESSION_ID) instead of running the auth flow. Token resolution order: env var → ~/.notebooklm-mcp/auth.json → error.
configNOTEBOOKLM_DEBUG
configNOTEBOOKLM_SESSION_IDFor headless / CI environments, set NOTEBOOKLM_COOKIES (and optionally NOTEBOOKLM_CSRF_TOKEN, ) instead of running the auth flow. Token resolution order: env var → ~/.notebooklm-mcp/auth.json → error.
// quality suggestions

Shell command execution

1 child_process call — runs shell commands

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Domain consistency

npm scope @m4ykeldev doesn't match GitHub owner m4yk3ldev

Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.

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 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/m4yk3ldev/notebooklm-mcp)](https://m8ven.ai/mcp/m4yk3ldev/notebooklm-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 477203f7a9485f8f2ff1df88e25c7cf2f9e38a6e
code hash: a4c189eef185a061e9c922a7a3683c6ac5671ed9eed51ff76090169943ab7024
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client