ipybox

33/100

⭐ 74 stars 🔀 19 forks 🔧 Python 📄 Apache-2.0 🕐 2026-03-24

🤖 AI/MLclaude-code-plugincode-executioncode-interpretercode-modecode-sandboxipythonmcpmcp-client

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

📊 Score Breakdown

Recency7/20

Documentation5/15

Tests3/10

Auth/Security3/10

Star Velocity5/15

Security Audit5/15

Install Docs5/15

Language: Python

⚡ Install

# Clone and install
git clone https://github.com/gradion-ai/ipybox
cd ipybox
npm install  # or: pip install -r requirements.txt

View on GitHub → 📖 README 🐛 Issues Browse All Servers

🔗 Related MCP Servers

mcp-use

72/100 · B

Auto-claude-code-research-in-sleep

📬 Get weekly MCP server picks → Subscribe to Newsletter

About ipybox — ipybox is a 🤖 AI/ML MCP server with a quality score of 33/100 (D grade). It has ⭐74 GitHub stars, 🔀19 forks, and is written in Python. Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

Browse 891 verified MCP servers across 8 categories. Filter by grade, search by keyword, and compare servers side-by-side on the leaderboard.