Instructions for datalayer/jupyter-mcp-server, covering jupyter mcp server, working effectively, environment setup, build and install (critical: network limitations) and standard installation (may fail with network issues).
Review a change to Jupyter MCP Server. Use when reviewing a pull request or a diff in this repository — it covers the failure modes this codebase actually produces, the contracts that hold the docs and the protocol to the code, and the result-shape rules a new tool has to follow.