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Jupyter AI

An open-source JupyterLab extension for working with AI agents in notebooks, with shared chats and permission prompts before agents write files or run commands.

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What it does

Jupyter AI is an open-source extension for JupyterLab that connects AI agents to notebooks. The documentation lists agents including Claude, Codex, GitHub Copilot, Goose, Kilo, Kiro, Mistral Vibe and OpenCode as usable directly inside JupyterLab, and says the current release is v3.2.0. Chats are collaborative, so you can talk with AI personas and other people in the same shared conversation and drag in attachments for context. While an agent works you can watch it edit files, run notebooks and repair errors in cells as it happens. By default, agents pause to ask before they write files, run shell commands or call MCP tools. You can also create your own persona, or give personas custom MCP servers to use.

Capabilities

  • Shared chats with AI personas and other people, with drag-and-drop attachments
  • Use agents such as Claude, Codex, GitHub Copilot or OpenCode directly in JupyterLab
  • Live view of agents editing files, running notebooks and repairing cell errors
  • Agents ask first before they write files, run commands or call MCP tools
  • Create your own persona or hand personas custom MCP servers

When to use it

  • You work in JupyterLab and want an AI agent to help build, fix and execute notebooks
  • You want a team to chat with AI personas in one shared conversation
  • You want approval prompts before an agent changes files or runs commands
  • You want a custom persona, or MCP servers available to the agents you use