Jupyters is the commercial-grade MCP server that lets your AI assistant read, write, and execute code with deep semantic understanding.
16 powerful MCP tools for complete Jupyter integration
Your AI isn't just chatting anymore. It can read cell outputs, edit code, split cells, and structure your notebooks exactly how you want them.
Run code in real kernels. Capture stdout, stderr, and rich outputs immediately.
Don't just see "DataFrame". See semantic details: lists, dicts, tensors, shapes, and schemas. Jupyters parses variable states to give your AI context no other tool can matching.
When code fails, Jupyters automatically inspects the traceback variables to fix bugs faster.
Matplotlib, Seaborn, and Plotly charts are captured and shown directly in the AI chat interface.
Real conversations with Claude using Jupyters
Three simple steps to give your AI notebook superpowers
Install the server package via pip.
pip install jupyters-serverAdd to Claude Desktop config.
{
"mcpServers": {
"jupyters": {
"command": "jupyters-server"
}
}
}Restart Claude and try:
Start free, upgrade when you need more power