SuperDataAnalysis - DataMaster_MCP
Provides powerful data analysis capabilities for AI systems with functions for data import/export, SQL querying, statistical analysis, and data processing.
README
📊 SuperDataAnalysis - DataMaster_MCP
超级数据分析MCP工具 - 为AI提供强大的数据分析能力
🎯 核心理念
工具专注数据获取和计算，AI专注智能分析和洞察
🚀 快速开始
安装依赖
pip install -r requirements.txt
启动服务
python main.py
基本使用
# 导入Excel数据
connect_data_source(
source_type="excel",
config={"file_path": "data.xlsx"},
target_table="my_data"
)
# 执行SQL查询
execute_sql("SELECT * FROM my_data LIMIT 10")
# 数据分析
analyze_data(analysis_type="basic_stats", table_name="my_data")
# 导出结果
export_data(export_type="excel", data_source="my_data")
✨ 核心功能
📁 数据导入导出
- Excel/CSV文件导入 - 支持多种格式和编码
- 数据库连接 - MySQL、PostgreSQL、MongoDB、SQLite
- API数据获取 - RESTful API连接和数据提取
- 多格式导出 - Excel、CSV、JSON格式导出
🔍 数据查询分析
- SQL查询执行 - 本地和外部数据库查询
- 数据统计分析 - 基础统计、相关性、异常值检测
- 数据质量检查 - 缺失值、重复值分析
🛠️ 数据处理
- 数据清洗 - 去重、填充缺失值
- 数据转换 - 类型转换、格式化
- 数据聚合 - 分组统计、汇总
📚 文档
🛡️ 安全特性
- SQL注入防护
- 危险操作拦截
- 查询结果限制
- 参数验证
- 环境变量管理敏感信息
📞 支持
版本: v1.0.0 | 状态: ✅ 稳定版 | 更新: 2025-01-24
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