Data Analysis MCP Server - Model Context Protocol server for data analysis
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# Data Analysis MCP (Python) 一个基于 Model Context Protocol 的数据分析服务器，使用 Python 开发。 ## 功能特性 - 📊 数据统计分析（均值、中位数、标准差等） - 📈 数据可视化（生成图表） - 🔍 数据探索（查看数据摘要、缺失值等） - 📉 趋势分析 - 📋 支持 CSV、Excel、JSON 等格式 ## 技术栈 - Python 3.8+ - pandas - numpy - matplotlib - seaborn ## 快速开始 ### 安装依赖 ```bash pip install -r requirements.txt ``` ### 运行 ```bash python main.py ``` ## MCP 工具列表 ### 1. load-data 加载数据文件 - 支持 CSV、Excel、JSON 格式 ### 2. describe-data 获取数据摘要统计 - 行列数 - 数据类型 - 缺失值统计 - 基本统计量 ### 3. analyze-column 分析特定列的数据 - 唯一值数量 - 频率分布 - 数值统计 ### 4. correlation-analysis 相关性分析 - 计算变量间相关系数 - 生成相关性矩阵 ### 5. generate-chart 生成数据可视化图表 - 柱状图 - 折线图 - 散点图 - 箱线图 ## 开发 ```bash python main.py ``` ## 许可证 MIT
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