MCP Jupyter Complete

A Model Context Protocol server for comprehensive Jupyter notebook manipulation, featuring position-based cell operations and bulk editing. It includes specialized integration for VS Code to synchronize notebook changes and trigger file reloads.

→ tofunori/mcp-jupyter-complete · listed on glama

Install from

Glama

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

// 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.

// 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 4 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/tofunori-mcp-jupyter-complete-l28gw8)](https://m8ven.ai/mcp/tofunori-mcp-jupyter-complete-l28gw8)

commit: c39ec3cbf3b7ec6777c737635d65da8918705297

code hash: 216264dedb5e0c831a24f9ff204cc72185b2dd3a93e420b567342b384fcf0f4d

verified: 4/18/2026, 6:22:34 PM

view raw JSON →