MCP Servers

jupyter-interactive-mcp

An MCP server that gives any MCP-compatible LLM client full control over a live JupyterLab instance.

README

jupyter-interactive-mcp

An MCP server that gives any MCP-compatible LLM client (Claude Desktop, Claude Code, etc.) full control over a live JupyterLab instance.

Quick start

# Zero-install run via uvx (recommended)
uvx jupyter-interactive-mcp

# Or install permanently
pip install jupyter-interactive-mcp

Claude Desktop config

{
  "mcpServers": {
    "jupyter": {
      "command": "uvx",
      "args": ["jupyter-interactive-mcp"],
      "env": {
        "JUPYTER_URL": "http://localhost:8888",
        "JUPYTER_TOKEN": "<token>"
      }
    }
  }
}

Environment variables

Variable	Default	Description
`JUPYTER_URL`	`http://localhost:8888`	Base URL of the Jupyter Server
`JUPYTER_TOKEN`	``	Authentication token (from `jupyter server --no-browser`)

Available tools

list_notebooks — list all .ipynb files
get_notebook_info — cell count, kernel name/status
read_notebook — all cells with source and outputs
read_cell — single cell source and outputs
edit_cell — update cell source (clears outputs, saves)
add_cell — insert a new cell at an index
delete_cell — remove a cell
run_cell — execute a cell in the kernel, returns text/images
restart_kernel — restart the notebook kernel
interrupt_kernel — interrupt a running kernel
get_kernel_status — idle/busy/starting status

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