Jupyter AI

by Project Jupyter

Bring AI agents into JupyterLab: they read, write and run your notebook with your permission.

4,411 stars GitHub BSD-3-Clause FreeOpen sourceLocal

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What it does

Built-in chat compatible with Claude, Codex, Copilot, Gemini, Goose, OpenCode…
Agents ask for approval before writing files or running commands
Extensible with your own MCP servers

Install it

Requirements: Python and JupyterLab, plus the AI agent of your choice

Install

pip install jupyter-ai

Set up an agent

https://jupyter-ai.readthedocs.io/en/stable/getting-started.html

The prompt for your agent

Paste it into your coding agent: it checks the requirements and installs it for you.

Claude CodeCodexCursorGemini CLIopencode

Prompt

Install Jupyter AI (https://jupyter-ai.readthedocs.io/) on my machine.
1. Check the requirements: Python and JupyterLab, plus the AI agent of your choice. If anything is missing, tell me before installing anything.
2. Follow the official method:
- Install: pip install jupyter-ai
- see https://jupyter-ai.readthedocs.io/en/stable/getting-started.html
3. Check that it works, then explain how to launch it and where to start.

Always review what your agent is about to run, especially install commands.