Jupyter MCP Server is an implementation of the Model Context Protocol (MCP) that allows AI agents and clients to interact in real time with Jupyter Notebooks. It enables tasks like editing, documenting, and executing code, supporting data analysis, visualization, and other data science workflows. The server is compatible with local and hosted Jupyter deployments, supports smart, context-aware notebook interactions, and works with numerous MCP-compatible clients.