Ipybox

ipybox is a unified local execution environment designed for running Python code, shell commands, and programmatic MCP tool calls in a single, stateful IPython kernel. It features application-level approval of individual tool calls, Python API generation for MCP tools, and optional OS-level sandboxing for secure execution. ipybox is especially useful for developers seeking to combine code, shell, and AI tool integrations on their local machine without cloud dependencies.