# Python Sandbox

> Use this tool when you need to execute Python code securely for data science and machine learning workflows, with capabilities for interactive data analysis, visualization generation, and experimentation. It provides a containerized sandbox environment with a comprehensive data science stack and automatic artifact serving. Ideal for use cases requiring reliable code execution with persistent file outputs, accessible via web URLs.

Canonical page: https://skillsregistry.net/skills/aamir-gmail-python-sandbox  
JSON: https://api.skillsregistry.net/v1/skills/aamir-gmail-python-sandbox

## Description

This MCP server provides secure Python code execution capabilities through a containerized sandbox environment optimized for data science and machine learning workflows. Built by aamir-gmail specifically for LM Studio integration, it features automatic matplotlib figure persistence, per-execution isolation with unique run directories, and dual deployment modes supporting both LM Studio's native MCP chat interface and a Gradio web UI through the developer API. The implementation includes a comprehensive data science stack (numpy, pandas, scikit-learn, matplotlib, seaborn, xgboost) with automatic artifact serving, making it valuable for interactive data analysis, visualization generation, and machine learning experimentation where users need reliable code execution with persistent file outputs accessible via web URLs.

## Trust

- **Trust score (0–1):** 0.85
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/aamir-gmail-python-sandbox)
- **Repository:** <https://github.com/aamir-gmail/lm_studio_mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aamir-gmail-python-sandbox"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aamir-gmail-python-sandbox` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aamir-gmail-python-sandbox/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt