Python Runner MCP Server

@taiji1985

代码仓库

基本信息

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其他

传输方式

stdio

作者

taiji1985

关于 Python Runner MCP Server

A MCP Server Of python runner

#python-runner#mcp-server #data-science

Python Runner MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "python_runner_mcp": {
      "command": "uvx",
      "args": [
        "python-runner"
      ]
    }
  }
}

Python Runner MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

点击上方按钮,在临时沙箱中运行此服务器并实时获取工具列表。

概览

What is Python Runner MCP Server?

A Python code execution server built on the FastMCP framework, designed for data science and machine learning workflows. It executes Python code in isolated namespaces and comes with pre-installed libraries such as NumPy, pandas, scikit-learn, Matplotlib, and more.

How to use Python Runner MCP Server?

Run the server directly with uvx python-runner (no installation required) or install manually via uv/pip and run python main.py. For use with Claude Desktop, add the server configuration to your claude_desktop_config.json file.

Key features of Python Runner MCP Server

Safe Python code execution in isolated namespaces
Pre-installed data science and machine learning libraries
Real-time capture of stdout, stderr, and return values
Fully compatible with the Model Context Protocol
Simple API: execute_python(code) returns a dict with output, error, and success

Use cases of Python Runner MCP Server

Run data analysis with pandas, NumPy, or SciPy
Train and evaluate scikit-learn models
Generate plots with Matplotlib, Seaborn, or Plotly
Test and debug Python snippets within Claude Desktop
Perform scientific computing or network analysis with SymPy or NetworkX

常见问题

What are the runtime requirements?

Python 3.12 or higher and the uv package manager (recommended) or pip.

How can I run the server without installing anything?

Use `uvx python-runner` directly. This requires no prior installation.

Is it safe to execute arbitrary code?

Code runs in isolated namespaces and output is captured separately. However, the tool does execute arbitrary Python code; only use it in a trusted environment.

How do I call the server from Python directly?

After manual installation, import `execute_python` from `main` and pass a code string. The function returns a dict with `output`, `error`, and `success` keys.

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