#1717th of 28 in Chat UIs
jupyter-ai
JupyterLab chat extension that connects ACP coding agents to notebooks
- Stars
- 4.4k
- License
- BSD-3-Clause
- Last commit
- Nov 2026
- Last release
- Sep 2026
- Language
- Python
4,166 on 22 Apr 20264,445 on 11 Nov 2026
From GitHub's daily star counts.
Checked on GitHub.
Overview
Jupyter AI adds a chat panel to JupyterLab that talks to external agents over the Agent Client Protocol, including Claude, Codex, GitHub Copilot, Gemini, Goose, Kiro, Mistral Vibe and OpenCode. Agents can read and write files, run terminal commands and edit notebooks through a built-in Jupyter MCP server, with approval prompts before writes and commands. Custom MCP servers and personas can be added.
Who it is for: JupyterLab users who want coding agents working inside notebooks
Strengths
- Supports many agents via ACP, auto-detected once their dependencies are installed
- Agents must request approval before writing files or running commands
- Drag and drop files or notebook cells into chat as context
- Real-time shared chats between users on the same server
Weaknesses
- Does not run models itself; requires installing a separate agent
- Tied to JupyterLab, not usable outside it
- Project is still under incubation in the JupyterLab organization
What it needs
- Needs JupyterLab, An ACP-compatible agent (e.g. Claude, Codex, Gemini, OpenCode)
- Models: Claude, Codex, GitHub Copilot, Gemini, Goose
What changed
From the release notes. No flag means the note does not say so, not that the upgrade is safe.
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| 2 | LobeHubMulti-agent chat workspace connected to team IM apps and 40+ model providers | 87 out of 100 |
| 3 | OnyxTeam knowledge search and chat that indexes 50+ connected apps with permissions | 87 out of 100 |
| #4 | AnythingLLMDocument chat app with agents, workspaces and many LLM and vector DB backends | 85 out of 100 |
| #5 | LibreChatSelf-hosted multi-provider chat UI with agents, MCP tools and multi-user auth | 84 out of 100 |