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ipybox

mcp
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SUMMARY

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

README.md

ipybox

ipybox

mcp-name: io.github.gradion-ai/ipybox

Website PyPI - Version GitHub Release GitHub Actions Workflow Status GitHub License

ipybox is a unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

Overview

ipybox executes code blocks in a stateful IPython kernel. A code block can contain any combination of Python code, shell commands, and programmatic MCP tool calls. Kernels can be sandboxed with sandbox-runtime, enforcing filesystem and network restrictions at OS level.

It generates Python APIs for MCP server tools via mcpygen, and supports application-level approval of individual tool calls and shell commands during code execution. ipybox runs locally on your computer, enabling protected access to your local data and tools.

[!NOTE]
Next generation ipybox

This is the next generation of ipybox, a complete rewrite. Older versions are maintained on the 0.6.x branch and can be obtained with pip install ipybox<0.7.

Documentation:

Capabilities

Capability Description
Stateful execution State persists across executions in IPython kernels
Unified execution Combine Python code, shell commands, and programmatic MCP tool calls in a code block
Shell command execution Run shell commands via !cmd syntax, capture output into Python variables
Programmatic MCP tool calls MCP tools called via generated Python API ("code mode"), not JSON directly
Python tool API generation Typed functions and Pydantic models generated from MCP tool schemas via mcpygen
Application-level approval Individual approval of tool calls and shell commands during code execution
Lightweight sandboxing Optional kernel isolation via Anthropic's sandbox-runtime
Local execution No cloud dependencies, everything runs locally on your machine

Usage

Component Description
Python SDK Python API for building applications on ipybox
MCP server ipybox as MCP server for code actions and programmatic tool calling
Claude Code plugin Plugin that bundles the ipybox MCP server and a code action skill

[!TIP]
Freeact agent

Freeact is a general-purpose agent built on ipybox.

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