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nteract/nteract

What's going on?

If you're here looking for the Electron-based nteract desktop app, you can view the source in this repo. That desktop app is not actively maintained.

We're actively developing the spiritual successor to the nteract desktop app in the nteract/desktop repo.

The New Desktop App

We're actively developing the spiritual successor to the nteract desktop app in the nteract/desktop repo.

The new app is a native desktop app with instant startup and intelligent environment management.

Bringing Agents in the Loop

We're in the preliminary stages of hooking up the realtime system from nteract/desktop to any agent of your choice. Collaborate with agents in notebooks, render interactive elements, and explore data together.

Quick Start

Claude Code

# Stable desktop 1.4.x / stable MCP
claude mcp add nteract -- uvx nteract

For desktop nightly / the upcoming 2.x transition, use the prerelease MCP package and nightly socket:

claude mcp add nteract-nightly -- env RUNTIMED_SOCKET_PATH="$HOME/Library/Caches/runt-nightly/runtimed.sock" uvx --prerelease allow nteract

That's it. Now Claude can execute Python code, create visualizations, and work with your data.

What is this?

nteract is an MCP (Model Context Protocol) server that connects AI assistants like Claude to Jupyter notebooks. It enables:

Code execution: Run Python in a persistent kernel
Real-time collaboration: Watch the AI work in the nteract desktop app
Shared state: Multiple agents can work on the same notebook
Environment management: Automatic Python environment setup

Example

Ask Claude:

"Help me visualize my log data"

Claude will:

Connect to a notebook session
Write and execute code
Generate visualizations
Show you the results

You can open the same notebook in the nteract desktop app to see changes in real-time and collaborate with the AI.

Installation

Stable line for desktop 1.4.x:

uvx nteract

Prerelease line for desktop nightly / 2.x transition:

uvx --prerelease allow nteract

Claude Code Setup

Add stable nteract as an MCP server:

claude mcp add nteract -- uvx nteract

Or manually add to your Claude configuration:

{
  "mcpServers": {
    "nteract": {
      "command": "uvx",
      "args": ["nteract"]
    }
  }
}

Using with Nightly

If you're using nteract desktop nightly builds, point at the nightly socket and allow prereleases:

claude mcp add nteract -- env RUNTIMED_SOCKET_PATH="$HOME/Library/Caches/runt-nightly/runtimed.sock" uvx --prerelease allow nteract

Release Tracks

main publishes prerelease nteract builds for the 2.x transition and tracks runtimed 2.x prereleases.
release/1.9.x is the stable maintenance line for desktop 1.4.x and stays on runtimed 1.9.0.

Available Tools

Tool	Description
`list_active_notebooks`	List all open notebook sessions
`join_notebook`	Join an existing notebook session by ID
`open_notebook`	Open an existing .ipynb file
`create_notebook`	Create a new notebook
`save_notebook`	Save notebook to disk as .ipynb file
`create_cell`	Add a cell to the notebook (use `and_run=True` to execute)
`execute_cell`	Run a specific cell (returns partial results after timeout)
`run_all_cells`	Queue all code cells for execution
`set_cell`	Update a cell's source and/or type
`get_cell`	Get a cell by ID with outputs
`get_all_cells`	View all cells in the notebook
`replace_match`	Targeted literal text find-and-replace in a cell
`replace_regex`	Regex-based find-and-replace in a cell
`move_cell`	Reorder a cell within the notebook
`clear_outputs`	Clear a cell's outputs
`delete_cell`	Remove a cell from the notebook
`interrupt_kernel`	Interrupt the currently executing cell
`restart_kernel`	Restart kernel with updated dependencies
`show_notebook`	Open the notebook in the nteract desktop app (disabled with `--no-show`)
`add_dependency`	Add a Python package dependency
`remove_dependency`	Remove a dependency
`get_dependencies`	List current dependencies
`sync_environment`	Hot-install new deps without restart

Architecture

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│   Claude    │────▶│   nteract   │────▶│   runtimed  │
│  (or other  │     │ MCP Server  │     │   daemon    │
│     AI)     │     │             │     │             │
└─────────────┘     └─────────────┘     └──────┬──────┘
                                               │
                    ┌─────────────┐             │
                    │   nteract   │◀────────────┘
                    │ Desktop App │  (real-time sync)
                    └─────────────┘

nteract (this package): MCP server for AI assistants
runtimed: Low-level daemon and Python bindings (docs)
nteract desktop: Native app for humans to collaborate with AI

Real-time Collaboration

The magic of nteract is that AI and humans share the same notebook:

AI connects via MCP and runs code
Human opens the same notebook in nteract desktop
Changes sync instantly via CRDT
Both see the same kernel state

This enables workflows like:

AI does initial analysis, human refines
Human writes code, AI debugs errors
Multiple AI agents collaborate on complex tasks

Development

# Clone
git clone https://github.com/nteract/desktop
cd desktop/python/nteract

# Install dependencies
uv sync

# Run tests
uv run pytest

nteract/desktop - Native desktop app
runtimed on PyPI - Low-level Python bindings

License

BSD-3-Clause

Metadata

Release files for nteract 2.0.3a202603230920

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Source distribution for nteract 2.0.3a202603230920
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Built distribution (wheel)

Table of built distributions (wheels) for nteract 2.0.3a202603230920
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Download URL	nteract-2.0.3a202603230920.tar.gz
Size	78.6 kB
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SHA-256 checksum How to use checksums	`68e148b754de708f77c6e1afa50f41095979798294dd8484096d3f39b05a320f`
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

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SHA-256 checksum How to use checksums	`d2db9610497869689325e400257d747f9d920e939efc849d681713cac90d29fd`
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Uploaded via	`uv/0.10.12 {"installer":{"name":"uv","version":"0.10.12","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

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