Best Jupyter MCP Servers
Project Jupyter is an open-source project that develops software, standards, and services for interactive computing across multiple programming languages, best known for the Jupyter Notebook, a web-based interactive computing platform.
Why this server?
Enables conversion of Jupyter notebooks into production-ready Kedro projects, including analysis, planning, and automated scaffolding.
AlicenseBqualityDmaintenanceProvides AI assistants with versioned guidance for Kedro projects, including notebook conversion and project migration.33Apache 2.0Why this server?
Allows renting GPUs and launching Jupyter notebooks for interactive computing.

paraloncloud-rentalsofficial
AlicenseAqualityBmaintenanceEnables MCP clients to rent GPUs from ParalonCloud using natural language, including browsing available GPUs, starting and stopping rentals, and retrieving connection URLs.1702MITWhy this server?
Enables reading and editing Jupyter notebooks with full cell and output handling capabilities
Why this server?
Connects to Jupyter Notebook (v6.x) servers, enabling cell manipulation, execution, notebook management, and output retrieval through MCP.
AlicenseAqualityDmaintenanceConnects Jupyter Notebook to Claude AI for direct notebook control and code execution.11128MITWhy this server?
Includes example Jupyter notebook for demonstrating Climatiq API usage and carbon calculation capabilities.
AlicenseAqualityDmaintenanceA Model Context Protocol server that enables AI assistants to perform real-time carbon emissions calculations and provide climate impact insights by interfacing with the Climatiq API.1012MITWhy this server?
Reads, edits, and runs local Jupyter notebooks, with kernel lifecycle management, cell execution, stale-cell analysis, and image output support.
AlicenseAqualityAmaintenanceEnables AI agents to safely read, edit, and execute local Jupyter notebooks without running a separate service. Edits are guarded by compare-and-swap hashes and execution resumes or replays kernel state, so long-running cells aren't needlessly re-run.636 npm3MITWhy this server?
Allows reading Jupyter Notebook files, exposing their contents to the model while preserving the original on-disk encoding.
AlicenseAqualityAmaintenanceEnables reading, searching, editing, and writing files in legacy encodings such as GBK, Big5, Shift-JIS, and Windows codepages, with automatic detection and preservation of the original encoding.446 npm1MITWhy this server?
Allows controlling any Jupyter-compatible runtime as an execution environment, providing code execution, notebook management, package installation, hardware introspection, training jobs, and file/artifact management.
AlicenseBqualityCmaintenanceLets any MCP-compatible agent use Google Colab or Jupyter runtimes as an execution backend, enabling code execution, notebook management, package installation, hardware introspection, training jobs, and file handling.401MITWhy this server?
Provides tools for managing and executing code on Jupyter kernels, allowing AI agents to run calculations, data analysis, and plots in a persistent kernel environment.
AlicenseAqualityBmaintenanceAn MCP server that manages an IPython kernel, allowing LLMs to execute Python code in a project's virtual environment.82MIT