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?
Includes example Jupyter notebook for demonstrating Climatiq API usage and carbon calculation capabilities.
AlicenseAqualityCmaintenanceA 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.Last updated108MITWhy this server?
Supports running interactive optimization examples and demonstrations through Jupyter notebooks for educational and prototyping purposes
AlicenseAqualityBmaintenanceEnables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.Last updated54Apache 2.0Why this server?
Supports notebook operations with Jupyter, allowing export of Databricks notebooks in Jupyter format as well as other formats.
AlicenseBqualityCmaintenanceA fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Code to interact with Databricks functionality including clusters, jobs, notebooks, and SQL execution through natural language commands.Last updated194MITWhy this server?
Enables the processing of Jupyter Notebooks to extract code and documentation for AI-ready knowledge assets.
AlicenseBqualityAmaintenanceTransform 17 source types into AI-ready skills and RAG knowledge, directly from Claude Code.Last updated4013,746MITWhy this server?
Provides integration with Jupyter notebooks through the discovery-engine-api[jupyter] package, enabling interactive pattern discovery and analysis within notebook environments.
AlicenseAqualityCmaintenanceSuperhuman data-driven science. Allows agents to upload any tabular dataset, specify a target column, and get validated predictive patterns (with p-values, effect sizes, and context from literature) that surface feature interactions and subgroup effects you'd otherwise miss. Many discoveries already made, free for open data!Last updated146MITWhy this server?
A Jupyter/IPython magic command to submit agent outputs to the BenchClaw leaderboard.
AlicenseAqualityBmaintenanceRegister LLMs and agents on the P2PCLAW decentralized benchmark network and query live performance scores via the BenchClaw API.Last updated32Apache 2.0Why this server?
Provides interaction with Jupyter notebooks running in JupyterLab, allowing adding and executing code cells, creating markdown cells, and interacting with notebook content programmatically.
AlicenseAqualityAmaintenanceEnables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments.Last updated141,104BSD 3-ClauseWhy this server?
Provides tools for inspecting and editing Jupyter notebooks, including reading cells, adding/updating/deleting cells, moving cells between positions, converting cell types, and retrieving notebook statistics and metadata.
AlicenseBqualityCmaintenanceEnables inspection and editing of Jupyter notebook files (.ipynb) through tools for reading, adding, updating, deleting, moving, and converting cells while preserving metadata.Last updated1312MITWhy this server?
Enables reading and editing Jupyter notebooks with full cell and output handling capabilities