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mcp-python-executor vs everything

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mcp-python-executor
by bsmi021
everything
by modelcontextprotocol
Stars★ 3★ 85,748
30d uses
Score3077
Official
Categories
Developer ToolsAI / LLM ToolsProductivity
Developer ToolsAI / LLM ToolsOther
LanguageJavaScriptTypeScript
Last commit15 mo agothis month

mcp-python-executor · Summary

An MCP server for executing Python code and managing packages with safety constraints.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

mcp-python-executor · Use cases

  • Data analysis workflows in AI assistants using Python libraries like pandas and numpy
  • Educational environments for teaching Python programming with safety constraints
  • Prototyping machine learning models in restricted execution environments

everything · Use cases

  • Testing MCP client implementations against all protocol features
  • Learning MCP protocol capabilities through a reference server
  • Validating client compatibility with different transport methods

mcp-python-executor · Install

Installation

  1. Clone the repository:
git clone https://github.com/bsmi021/mcp-python-executor.git
cd mcp-python-executor
  1. Install dependencies:
npm install
  1. Build the project:
npm run build
  1. Configure in Claude Desktop:

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "mcp-python-executor": {
      "command": "node",
      "args": ["path/to/python-executor/build/index.js"],
      "env": {
        "PREINSTALLED_PACKAGES": "numpy pandas matplotlib scikit-learn",
        "MAX_MEMORY_MB": "512",
        "EXECUTION_TIMEOUT_MS": "30000",
        "MAX_CONCURRENT_EXECUTIONS": "5",
        "LOG_LEVEL": "info",
        "LOG_FORMAT": "json"
      }
    }
  }
}

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything
Comparison generated from public README + GitHub signals. Last updated automatically.