手搓MCP样例,使用SSE模式,访问本地数据。从Hosts到server全部代码演示。
Overview
what is MCP Host Client Server SSE?
MCP Host Client Server SSE is a natural language SQL database query system based on the Model Context Protocol (MCP). It allows users to convert natural language queries into SQL queries using a server-client architecture integrated with OpenAI for intelligent querying.
how to use MCP Host Client Server SSE?
To use the project, clone the repository, install the required dependencies, configure your OpenAI API key, create a sample database, and run the MCP server and client applications.
key features of MCP Host Client Server SSE?
- 🚀 Server-client architecture based on MCP protocol
- 📝 Natural language to SQL query support
- 🔄 Real-time communication using Server-Sent Events (SSE)
- 📊 Integration with SQLite database
- 🤖 OpenAI/DeepSeek API integration
- 📝 Complete logging system
- ⚡ Support for asynchronous operations
use cases of MCP Host Client Server SSE?
- Querying user information in a database using natural language.
- Displaying orders for specific users.
- Summarizing user spending across orders.
- Retrieving user information based on order amounts.
FAQ from MCP Host Client Server SSE?
- Can I use any natural language for queries?
Yes! The system supports various natural language queries.
- What are the prerequisites to run this project?
You need Python 3.8+, pip, and an OpenAI API key.
- Is there a logging feature?
Yes! The project includes a complete logging system to track queries and responses.