Jupyter Terminal MCP (TheManchineel/jupyter-terminal-mcp) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 3 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
2 days ago

Jupyter Terminal MCP

Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted terminal, using REST API and WebSocket via Selenium for session handling, when SSH is not available.

→ TheManchineel/jupyter-terminal-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

⚡ 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

TheManchineel

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

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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: JUPYTER_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.
configJUPYTER_URLmay point at /lab; the server automatically converts it to the Jupyter API base URL.
configJUPYTER_BASE_URL
🔐 secretJUPYTER_TOKENBrowser-backed mode does not require ; the logged-in browser session supplies the cookies. Useful browser/socket settings:
configJUPYTER_VERIFY_TLS
configJUPYTER_CONNECT_TIMEOUT
configJUPYTER_WEBSOCKET_RETRIES
configJUPYTER_WEBSOCKET_RETRY_DELAY
configJUPYTER_USERNAME
configJUPYTER_TERMINAL_NAME
configJUPYTER_BROWSER_HEADLESS
configJUPYTER_CHROME_BINARY
configJUPYTER_CHROME_USER_DATA_DIR
configJUPYTER_CHROME_PROFILE_DIRECTORY
configCHROMEDRIVER
configJUPYTER_BROWSER_AUTH_TIMEOUT
configJUPYTER_BROWSER_KEEP_OPEN
configJUPYTER_MCP_SOCKET_HOST
configJUPYTER_MCP_SOCKET_PORT
// 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

3/3 tools missing one or more hints — jupyter_terminal_run (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); jupyter_terminal_write (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); jupyter_terminal_list (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.

Tool test coverage

Only 0/3 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

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/themanchineel/jupyter-terminal-mcp)](https://m8ven.ai/mcp/themanchineel/jupyter-terminal-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 18bbd988b0c72d3c366014ba539d1190028d7776
code hash: 8e8483a08c536c66007166308f3cfa13ecc4a64fd2035951edaf96abfa4ae002
verified: 9/8/2026, 7:21:54 AM
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