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Pandas MCP Server logo

Pandas MCP Server

marlonluo2018/pandas-mcp-server

Powerful tool for AI-powered data analysis - Through MCP protocol, enables LLMs to safely and efficiently execute pandas code and generate visualizations.

View on GitHub2

Install

pipx install uv

Client configuration

{
  "mcpServers": {
    "pandas-server": {
      "command": "uvx",
      "args": [
        "--from",
        "/path/to/pandas-mcp-server",
        "pandas-mcp-server"
      ]
    }
  }
}
GitHub stars
2
Author
@marlonluo2018
Category
Research & Data, Developer Tools
License
MIT
Updated
Oct 6, 2026

Features

  • Secure Execution Environment - Sandboxed code execution prevents malicious operations and protects system security

  • Intelligent Data Analysis - Automatically extracts file metadata, understands data structure, and provides intelligent analysis suggestions

  • Interactive Visualizations - One-click generation of various interactive charts with real-time parameter adjustment

  • Memory Optimization - Intelligent memory management supports large file processing with automatic data type optimization

  • Easy Integration - Simple configuration for seamless integration with AI assistants like Claude Desktop

  • CLI Support - Provides command-line interface for convenient testing and development

Tools (6)

  • read_metadata_tool

    File Analysis

  • interpret_column_data

    Column Value Interpretation

  • run_pandas_code_tool

    Secure Code Execution

  • JavaScript/Remote

    fetch(), eval(), Function() - Prevents remote code execution

  • generate_chartjs_tool

    Interactive Visualizations

  • Accessibility

    HTML files can be opened in any web browser and shared easily

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
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