Ipybox

Ipybox is an MCP (Model Context Protocol) server that provides a unified, stateful execution environment for Python code, shell commands, and programmatic tool calls, designed to integrate seamlessly with AI assistants like Claude, Cursor, and other agents. Running locally, it enables protected access to your local data and tools, while generating Python APIs for any compatible MCP tools. Sandboxing, application-level approval, and programmatic tool calling create a secure, flexible environment for users who need powerful, composable automation and interaction with both code and other tools/programs. It’s ideal for developers, researchers, and power users seeking local, agent-ready programmatic automation.