MCP Proxy Pydantic Agent
This project demonstrates how to integrate the MCP (Model Context Protocol) server with Pydantic.AI, includes example code for weather services, and supports interaction through different LLMs (such as GPT - 4 and Sonnet).
rating : 2.5 points
downloads : 25
What is the MCP Server?
The MCP (Model Context Protocol) server is a service platform for managing and integrating multiple language models. It allows developers to easily integrate the functions of different models into a unified framework, thereby achieving a more efficient development process.How to use the MCP Server?
The MCP server can call model functions through a simple API interface. You just need to install the dependencies as instructed and run the corresponding scripts to start using it.Applicable Scenarios
The MCP server is suitable for application scenarios that require multi - model collaboration, such as natural language processing, data analysis, knowledge Q&A, etc.Main Features
Multi - model SupportCompatible with multiple mainstream language models, including GPT - 4 and Sonnet.
Flexible IntegrationSimplify the model integration process through PydanticAI without directly relying on specific LLM libraries.
Cross - platform UsageSupports rapid deployment in a Python environment and is suitable for desktop and cloud servers.
Advantages and Limitations
Advantages
Easy to integrate multiple models and reduce repetitive work.
Lower the technical threshold through PydanticAI, making it easy for non - technical personnel to get started.
Provide a unified interface for easy expansion of new functions.
Limitations
Some advanced features may have certain requirements for hardware performance.
The model effect depends on the quality and service stability of the API provider.
How to Use
Clone the Code Repository
Use Git to clone the code repository containing the MCP server.
Synchronize Dependencies
Ensure that the required software package manager and dependencies are installed.
Start the Client
Run the client script to test the functions of the MCP server.
Usage Examples
Time ConversionQuery the corresponding relationship between New York time and Bangalore time.
Weather QueryGet the current weather conditions in Chicago.
Frequently Asked Questions
Does the MCP server support custom models?
What environment configurations are required to run the MCP server?
Related Resources
Official Documentation
Detailed user manuals and technical documents.
GitHub Code Repository
Contains example code and quick - start guides.
YouTube Tutorial
Intuitively demonstrates how to set up and use the MCP server.
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