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# 🚀 RRP_MCP – SQL Tools & Project Setup
This project contains essential utilities and modules for building an MCP (Model Context Protocol)–based system.
The goal is to provide clean tools, clear documentation, and a scalable structure for developers.
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## 📌 What’s Inside
### **1️⃣ `tools/sql_tools.py`**
A helper module that handles:
- SQL schema extraction
- Query execution
- NLP-based query generation (future)
- Utilities for interacting with the database
This file centralizes all SQL-related logic so the main application remains clean and modular.
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### **2️⃣ `README.md`**
Provides:
- Full project explanation
- Setup guide
- File structure
- Next steps
- Contribution guidelines
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## 📂 Project Structure
RRP_MCP/ │── 工具/ │ └── sql_tools.py#sql辅助函数和查询实用程序 │── Readme.md#文档 │── main.py#主应用程序（未来） │── database.py#数据库连接文件（未来） │── requirements.txt#依赖关系（未来）
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# ⚙️ Installation & Setup
### **1️ Clone the repository**克隆 cd RRP_MCP
### **2️ Create a Virtual Environment**python-m venv-venv
### **Activate the environment**
Windows:venv\\Scripts\\activate
Linux/Mac:源venv/bin/activate
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# 🧰 Using `sql_tools.py`
This module is designed to:
- Load database schema
- Execute SQL queries
- Help LLMs understand database structure
- Provide utilities for future MCP tools
Example:
from tools.sql_tools import execute_query, get_schema
schema = get_schema() result = execute_query("SELECT * FROM users")
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# 🚧 即将推出的功能
未来计划增加：
- 完整NLP→ SQL支持
- 使用LLM进行自动模式检测
- 安全的环境变量支持
- 与FastAPI集成
- 完整的MCP工具示例
- 数据库迁移（Alembic）
- 单元测试
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# 🤝 贡献
我们欢迎捐款！
1. 复刻仓库
1. 创建新分支
1. 提交更改
1. 打开一个标题和描述清晰的拉取请求
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# 📝 许可证
这个项目是开源的，可以免费用于学习和开发。
If you want, I can also generate:
requirements.txt database.py Full folder structure MCP tool documentation
Just tell me!