Image to MATLAB Converter MCP Plugin

An MCP (Model Context Protocol) plugin that converts images containing mathematical formulas into MATLAB code.

插件描述

这是一个功能强大的MCP插件，专门用于将包含数学公式的图像转换为可执行的MATLAB代码。该插件利用光学字符识别技术识别图像中的数学表达式，并将其智能地转换为标准的MATLAB语法。适用于科研人员、工程师和学生快速将论文或教材中的数学公式数字化为可计算的MATLAB函数。

主要特性：

• 图像输入：接受包含数学公式的图像URL
• 智能识别：使用先进的OCR技术识别数学符号和表达式
• 多种输出格式：支持内联表达式和函数格式输出
• 易于集成：通过标准MCP协议与各种开发工具无缝对接
• 可配置性强：允许用户自定义变量名和输出格式

Features

• Takes an image URL as input
• Recognizes mathematical formulas in the image
• Converts formulas to MATLAB code
• Supports both inline expressions and function formats

Installation

As this is an MCP plugin, it's intended to be used within an MCP-compatible environment.

Configuration

The plugin accepts the following configuration options:

• outputFormat: Either "inline" or "function" (default: "inline")
• variableName: The variable name to use in the generated MATLAB code (default: "result")

Usage

Once deployed in an MCP environment, the plugin can be invoked with an image URL:

{
  "imageUrl": "https://example.com/formula.png",
  "outputFormat": "function"
}

How It Works

1. The plugin receives an image URL as input
2. It applies OCR techniques specialized for mathematical formulas to recognize the equation
3. The recognized formula is parsed and converted to MATLAB syntax
4. The resulting MATLAB code is returned

Limitations

This is a template implementation. A production version would require:

• Integration with OCR libraries specialized for mathematical formulas (like MathOCR or Tesseract with math training data)
• A parser to convert recognized formulas to MATLAB syntax
• Proper error handling for various image formats and formula complexities

Dependencies

A full implementation would depend on:

• OCR libraries for formula recognition
• Mathematical expression parsers
• MATLAB code generators

Deployment

This plugin is published under the scope @huangchen1989 and can be deployed as an MCP plugin in compatible environments.