MCP Model Context Protocol Projects

MCP Model Context Protocol Projects

基于MCP框架的多模态助手客户端，提供Python代码执行、实时天气查询等功能，包含Streamlit交互界面和SSE服务工具。

人工智能聊天机器人开发者工具 #多模态助手 #Python执行 #实时天气 #交互界面 .Python

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更新时间 : 2025-04-28

What is MCP Multimodal Assistant?

The MCP Multimodal Assistant is a versatile AI assistant that combines multiple capabilities including live weather data streaming, Python code execution in a sandboxed environment, and interactive query processing through an easy-to-use interface.

How to use MCP Multimodal Assistant?

You can interact with the assistant either through the Streamlit web interface or by connecting directly to its API services. The system requires minimal setup - just install dependencies and configure your API key.

Ideal Use Cases

Perfect for developers needing quick code testing, researchers requiring live data feeds, or anyone who wants an intelligent assistant with multimodal capabilities.

Key Features

Live Weather UpdatesConnect to Server-Sent Events (SSE) for real-time weather data streaming from any location

Python Code ExecutionSafely execute Python code in a sandboxed environment with controlled access

Interactive Web InterfaceUser-friendly Streamlit frontend for easy interaction with all MCP capabilities

Pros and Cons

Advantages

Multimodal capabilities combine different AI functions in one package

Easy-to-use web interface requires no technical knowledge

Secure sandbox for Python code execution

Real-time data streaming capabilities

Limitations

Requires Groq API key for full functionality

Weather service depends on external data sources

Python execution has some security restrictions

Getting Started

Install Dependencies

Install required Python packages using pip

Configure API Key

Create a .env file with your Groq API key in the mcp-client folder

Launch Services

Start the weather service or web interface

Example Scenarios

Checking Live WeatherGet real-time weather updates for your location

Running Python CodeExecute simple Python calculations or algorithms

Frequently Asked Questions

Do I need programming skills to use this?

How do I get a Groq API key?

Is my Python code execution private?

Additional Resources

Groq API Documentation

Official documentation for the Groq API

Streamlit Framework

Learn more about building web apps with Streamlit

Python Official Site

Python programming language resources

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