$npx skillfedfor your agent

jupyter-collaboration

JupyterLab/Jupyter Notebook 7+ Real Time Collaboration extension (metapackage)

Worth itPyPI Application FrameworksReleased Aug 2026317.0K downloads / mopermissive licensePure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — jupyter_collaboration-5.0.0-py3-none-any.whl
v5.0.0 · released 2026-08-03 · Python >=3.10 · 4 runtime deps: jupyter-collaboration-ui, jupyter-docprovider, jupyter-server-ydoc, jupyterlab

Yes. The package is actively maintained, has no known vulnerabilities, installs with low friction, and is licensed permissively. It is the standard way to enable real-time collaboration in JupyterLab. Install it if you need multi-user editing; skip it if you work alone or use external version control for notebooks.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python 3.10 or later; JupyterLab must be installed and running to use the collaboration UI.
  • Low friction installation as a pure Python wheel.
  • Actively maintained with a recent release; repository shows steady activity and community engagement with 267 stars.

License · maintenance · safety

permissive license (permissive) — Modified BSD License (3-Clause) is permissive and imposes no restrictions on commercial or private use; you may use, modify, and distribute this package freely provided you retain copyright notices.

last release 2026-08-03 (11 days) · last repo commit 2026-08-03 · 267 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 316,993 downloads/mo, #7,672 on PyPI

Verify before relying

pip install jupyter-collaboration

# Then launch JupyterLab normally; collaboration features are automatically available
jupyter lab
  • Whether the package requires a backend server or service to coordinate real-time edits between clients.
  • How many concurrent users can collaborate on a single notebook before performance degrades.
  • Whether offline editing and conflict resolution are supported.
Same gist for agents: .md · .json

What it is and what it does

jupyter-collaboration is a metapackage that bundles JupyterLab extensions and a Jupyter Server extension to enable real-time collaborative editing in JupyterLab and Jupyter Notebook 7+. It integrates Y documents (a CRDT-based data structure) to synchronize notebook content across multiple connected clients, and adds UI elements to show who is editing and where.

The package is designed for teams and classrooms where multiple users need to work on the same notebook at the same time. Installation is straightforward—a single pip or conda command—and collaboration features become available immediately within JupyterLab. It depends on jupyter-collaboration-ui, jupyter-docprovider, jupyter-server-ydoc, and jupyterlab itself, all of which are pulled in automatically.

Use it for

  • Pair programming or live code review sessions where two developers edit and debug a notebook together in real time.
  • Teaching and mentoring: an instructor and student work on the same notebook during a live session to debug or explore ideas.
  • Research collaboration: team members in different locations edit analysis notebooks and see changes propagate instantly.
  • Classroom labs: students work on shared assignment notebooks while an instructor monitors and guides the group.
  • Data science sprints: multiple analysts explore a dataset in a single notebook without manual merging of changes.

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

Worth it

Yes.

The package is actively maintained, has no known vulnerabilities, installs with low friction, and is licensed permissively. It is the standard way to enable real-time collaboration in JupyterLab. Install it if you need multi-user editing; skip it if you work alone or use external version control for notebooks.

Install

jupyter-collaboration on PyPI

Before you install

Low friction installation as a pure Python wheel. Actively maintained with a recent release; repository shows steady activity and community engagement with 267 stars.

Requires Python 3.10 or later; JupyterLab must be installed and running to use the collaboration UI.

License in practice

Modified BSD License (3-Clause) is permissive and imposes no restrictions on commercial or private use; you may use, modify, and distribute this package freely provided you retain copyright notices.

Quickstart

pip install jupyter-collaboration

# Then launch JupyterLab normally; collaboration features are automatically available
jupyter lab

Verify before relying

  • Whether the package requires a backend server or service to coordinate real-time edits between clients.
  • How many concurrent users can collaborate on a single notebook before performance degrades.
  • Whether offline editing and conflict resolution are supported.

Package facts

Licensepermissive license permissive
Python supportSupports the current Python release >=3.10
Install frictionLow. Pure-Python wheel
Runtime dependencies
4 packages
jupyter-collaboration-uijupyter-docproviderjupyter-server-ydocjupyterlab
MaintenanceActively maintained 11 days since the last release
Last repo commit
First released
Downloads316,993 / month, #7,672 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Framework :: JupyterFramework :: Jupyter :: JupyterLabFramework :: Jupyter :: JupyterLab :: 4Framework :: Jupyter :: JupyterLab :: ExtensionsFramework :: Jupyter :: JupyterLab :: Extensions :: PrebuiltIntended Audience :: DevelopersIntended Audience :: Science/ResearchIntended Audience :: System AdministratorsLicense :: OSI Approved :: BSD LicenseProgramming Language :: PythonProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.13Programming Language :: Python :: 3.14

Evidence: jupyter_collaboration-5.0.0-py3-none-any.whl

Tags

Capabilities
jupyter collaborative editingreal-time notebook collaborationjupyterlab multi-userjupyter shared workspaceconcurrent notebook editingjupyterlab live syncjupyter team notebooks
Topics
collaborationjupyter-extensionreal-time-sync

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “concurrent notebook editing”

Give your agent the search over MCP, or paste the wish link into any chat.

More Application Frameworks packages

fastapi Worth it
PyPI · Software Development · released Jul 2026

FastAPI is a Python web framework for building REST APIs using type hints, with automatic request validation, serialization, and interactive API documentation.

MITpure Python · 3.10+
568.6Mdownloads / mo
annotated-doc With conditions
PyPI · Software Development · released Jul 2026

Provides a way to document function parameters, class attributes, return types, and variables inline using Python's `Annotated` type hint syntax instead of traditional docstrings.

MITpure Python · 3.9+
456.2Mdownloads / mo
textual Worth it
PyPI · Application Frameworks · released Jun 2026

Textual is a Python framework for building cross-platform user interfaces that run in the terminal or web browser using a modern, component-based API.

Install it if you're developing CLI tools, dashboards, or interactive terminal applications.

MITpure Python
443.6Mdownloads / mo
typer Worth it
PyPI · Software Development · released Aug 2026

Typer builds command-line applications from Python functions using type hints, automatically generating help text, argument parsing, and shell completion.

Install it if you are building CLIs in Python.

MITpure Python · 3.10+
369.3Mdownloads / mo
mcp Worth it
PyPI · Application Frameworks · released Jul 2026

Build and connect to Model Context Protocol servers that expose tools, resources, and prompts to LLM applications over stdio, HTTP, or SSE transports.

Install it if you need to build or connect to servers.

MITpure Python · 3.10+
319.3Mdownloads / mo
Werkzeug Worth it
PyPI · Application Frameworks · released Apr 2026

Werkzeug is a WSGI utility library providing request/response objects, URL routing, an interactive debugger, HTTP utilities, and a development server for building web applications.

BSD-3-Clausepure Python · 3.9+
268.1Mdownloads / mo

See also jupyter-collaboration-ui · jupyter-docprovider · jupyterhub · jupyterlab-git · jupyter-server-ydoc · jupyter-ydoc · jupyterlab-chat · jupyter-server-documents · jupyterlab · jupyterlab_notebook_awareness