Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
WindowsMacOS
Research & Data · Developer Tools
Jupyter MCP Server
datalayer/jupyter-mcp-server
An MCP server developed for AI to connect and manage Jupyter Notebooks in real-time — and scale your Code Sandbox from local to the cloud (Datalayer, Kaggle, Google Colab, Modal, Daytona, E2B, CoreWeave, Cloudflare...)
Install
uvx jupyter-mcp-server@latestClient configuration
{
"mcpServers": {
"jupyter": {
"command": "uvx",
"args": [
"jupyter-mcp-server@latest"
],
"env": {
"JUPYTER_URL": "<JUPYTER_URL>",
"JUPYTER_TOKEN": "<JUPYTER_TOKEN>",
"ALLOW_IMG_OUTPUT": "<ALLOW_IMG_OUTPUT>"
}
}
}
}Environment variables
JUPYTER_URLJUPYTER_TOKENALLOW_IMG_OUTPUT- GitHub stars
- 241
- Author
- @datalayer
- Category
- Research & Data, Developer Tools
- License
- BSD-3-Clause
- Updated
- Oct 6, 2026
About Jupyter MCP Server
No process to run. Datalayer now hosts this server for you at https://mcp.datalayer.run/mcp — one endpoint for every agent and every notebook. Sign in from your browser, approve what the agent may do, and your work keeps running on the server after the agent disconnects.
Features
Real-time control: Instantly view notebook changes as they happen.
Smart execution: Automatically adjusts when a cell run fails thanks to cell output feedback.
Context-aware: Understands the entire notebook context for more relevant interactions.
Multimodal support: Support different output types, including images, plots, and text.
Multi-notebook support: Seamlessly switch between multiple notebooks.
JupyterLab integration: Enhanced UI integration like automatic notebook opening.
MCP-compatible: Works with any MCP client, such as Claude Desktop, Cursor, Windsurf, and more.
Observability: Built-in hook system with OpenTelemetry integration for tracing tool calls and kernel executions.
Tools (3)
Notebooks
open, create and switch between notebooks, list them, read one, restart its kernel, release it.
Cells
read, insert, delete, move, reorder and edit cells, surgically or wholesale, and clear their outputs.
Execution
run a cell or arbitrary code on the active backend, with multimodal output and streaming where the sandbox supports it.
Details on this page are taken from the project's README. Open README
Supported clients
Clients mentioned in this server's README:
Cline
Desktop · Free · MIT
An AI coding assistant integrated into the IDE. Supports MCP servers for enhanced functionality.
Cursor
Desktop · Freemium · Proprietary
The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.
Windsurf
Desktop · Freemium · Proprietary
The first agentic IDE. The Windsurf editor truly merges how developers and AI work together.
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