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Math calculation MCP server, providing matrix calculation, statistical analysis, calculus, linear algebra, etc.

Project description

Math MCP Server

这是一个数学计算MCP(Model Context Protocol)服务器,提供了一些数学计算工具集和绘图工具

功能特性

  • 矩阵计算: 基本运算、矩阵分解、特征值、SVD等
  • 统计分析: 描述性统计、假设检验、分布分析等
  • 微积分: 导数、积分、极限、泰勒级数等
  • 优化算法: 函数优化、线性规划、约束优化等
  • 回归分析: 线性回归、多项式回归、正则化回归等
  • 数据可视化: 统计图表、函数绘图等

使用uvx运行

uvx math-mcp

项目结构

math_mcp/
├── __init__.py                    # 包初始化文件
├── __main__.py                    # CLI入口点
├── math_server.py                 # 主服务器文件(MCP工具注册)
├── matrix_calculator.py           # 矩阵计算模块
├── statistics_calculator.py       # 统计分析模块
├── calculus_calculator.py         # 微积分计算模块
├── optimization_calculator.py     # 优化算法模块
├── regression_calculator.py       # 回归分析模块
└── plotting_calculator.py         # 统计绘图模块

在Claude Desktop中配置

将以下配置添加到Claude Desktop配置文件中:

{
  "mcpServers": {
    "math-calculator": {
      "command": "uvx",
      "args": ["math-mcp"],
      "env": {
        "OUTPUT_PATH": "path/to/plot_output",
        "FONT_PATH": "path/to/plot_font"
      }
    }
  }
}

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