$npx skillfedfor your agent

jupyter-ydoc

Document structures for collaborative editing using Ypy

With conditionsPyPI Application FrameworksReleased Jul 20261.6M downloads / moBSD 3-Clause LicensePure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — jupyter_ydoc-4.1.1-py3-none-any.whl
v4.1.1 · released 2026-07-06 · Python >=3.10 · 2 runtime deps: anyio, pycrdt

Yes, if you are building or extending Jupyter for collaborative use. The package is actively maintained, has low installation friction, and provides a clean abstraction over CRDTs for Jupyter's document types. It is a foundational dependency for collaborative Jupyter features rather than a standalone tool, so install it only if your project explicitly needs real-time document synchronization.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python 3.10 or later.
  • Low friction installation with only two runtime dependencies (anyio and pycrdt).
  • Active maintenance with a recent release 39 days ago and current repository activity.

License · maintenance · safety

BSD 3-Clause License (permissive) — BSD 3-Clause License permits commercial and private use with minimal restrictions; suitable for most projects.

last release 2026-07-06 (39 days) · last repo commit 2026-08-11 · 46 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 1,558,567 downloads/mo, #3,765 on PyPI

Verify before relying

pip install jupyter-ydoc

from jupyter_ydoc import YNotebook, YUnicode, YBlob

notebook = YNotebook()
text_doc = YUnicode()
blob_doc = YBlob()
  • Whether these document structures integrate seamlessly with existing Jupyter server infrastructure without additional configuration.
  • Performance characteristics when handling large notebooks or concurrent edits from many users.
  • Whether custom document types registered via entry points work reliably in production Jupyter deployments.
Same gist for agents: .md · .json

What it is and what it does

jupyter_ydoc wraps pycrdt's conflict-free replicated data types (CRDTs) into document classes tailored for the Jupyter ecosystem. It provides three built-in document types: YNotebook for notebook files, YUnicode for text documents, and YBlob for binary data. Each is designed to support collaborative real-time editing where changes from multiple users merge automatically without conflicts.

The package uses an entry-point system to make documents discoverable and extensible. You can load the built-in documents directly or register your own custom document types via pyproject.toml configuration. This design allows Jupyter applications and extensions to work with collaborative documents in a pluggable way, without hard-coding specific document implementations.

Use it for

  • Enable real-time collaborative notebook editing in JupyterHub or JupyterLab with automatic conflict resolution.
  • Build custom collaborative text editors for Jupyter that sync changes across multiple users without manual merging.
  • Create Jupyter extensions that need to store and synchronize binary data structures across collaborative sessions.
  • Implement custom document types for domain-specific Jupyter workflows by registering them via the jupyter_ydoc entry point.

Worth the install?

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

With conditions

Yes, if you are building or extending Jupyter for collaborative use.

The package is actively maintained, has low installation friction, and provides a clean abstraction over CRDTs for Jupyter's document types. It is a foundational dependency for collaborative Jupyter features rather than a standalone tool, so install it only if your project explicitly needs real-time document synchronization.

Install

jupyter-ydoc on PyPI

Before you install

Low friction installation with only two runtime dependencies (anyio and pycrdt). Active maintenance with a recent release 39 days ago and current repository activity.

Requires Python 3.10 or later.

License in practice

BSD 3-Clause License permits commercial and private use with minimal restrictions; suitable for most projects.

Quickstart

pip install jupyter-ydoc

from jupyter_ydoc import YNotebook, YUnicode, YBlob

notebook = YNotebook()
text_doc = YUnicode()
blob_doc = YBlob()

Verify before relying

  • Whether these document structures integrate seamlessly with existing Jupyter server infrastructure without additional configuration.
  • Performance characteristics when handling large notebooks or concurrent edits from many users.
  • Whether custom document types registered via entry points work reliably in production Jupyter deployments.

Package facts

LicenseBSD 3-Clause License permissive
Python supportSupports the current Python release >=3.10
Install frictionLow. Pure-Python wheel
Runtime dependencies
2 packages
anyiopycrdt
MaintenanceActively maintained 39 days since the last release
Last repo commit
First released
Downloads1,558,567 / month, #3,765 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14

Evidence: jupyter_ydoc-4.1.1-py3-none-any.whl

Tags

Capabilities
jupyter collaborative editingyjs document structurespycrdt notebook syncjupyter real-time collaborationcrdt-based documentsjupyter ydoc structurescollaborative text editing jupyter
Topics
collaborative-editingcrdtjupyter-ecosystem
PyPI keywords
jupyterpycrdtyjs

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 › “jupyter collaborative editing”

  • jupyter-ydocProvides pycrdt-based collaborative data structures for Jupyter…
  • jupyter-docproviderAdds real-time collaborative editing to JupyterLab and Jupyter…
  • jupyter-server-ydocAdds real-time collaborative editing to Jupyter Server and JupyterLab…

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-docprovider · jupyter-server-ydoc · pycrdt-store · pycrdt · pycrdt-websocket · jupyter-collaboration · ypy-websocket · jupyter-collaboration-ui · jupyter-server-documents · jupytext