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MCP Demo Deepseek
An MCP weather query agent project developed based on DeepSeek-V3, which realizes its functions by configuring the API key and running the client script.
rating : 2.5 points
downloads : 5.3K
What is the MCP Demo?
This is a project demonstrating how to use the DeepSeek large language model as the client LLM in the implementation of the MCP protocol. MCP (Model Context Protocol) is a standardized model interaction protocol. This project shows how to build a weather query agent through the MCP protocol.How to use the MCP Demo?
Simply configure the API key and run the client script to start the MCP service based on DeepSeek.Applicable scenarios
Suitable for developers to quickly build agent services based on large language models, especially in scenarios that require integration with external APIs (such as weather services).Main features
DeepSeek integration
Seamlessly integrate the DeepSeek-V3 large language model as the client LLM
MCP protocol support
Fully implement the Model Context Protocol standard protocol
Weather query example
Provide a ready-made implementation example of a weather query agent
Advantages
Quickly build agent services based on DeepSeek
The standardized MCP protocol ensures compatibility
Provide complete example code to lower the development threshold
Limitations
Require a DeepSeek API key
Currently only provide a Python client implementation
The example functions are relatively basic
How to use
Configure the environment
Create a.env file in the project root directory and add the DeepSeek API key
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Install dependencies
Use pip to install the required dependency packages for the project
Run the client
Execute the client script to start the MCP service
Usage examples
Weather query agent
A weather query service built based on DeepSeek and the MCP protocol
Frequently Asked Questions
How to obtain a DeepSeek API key?
Can other functions be extended?
Which programming languages are supported?
Related resources
MCP official quick start resources
Resources for the Python client implementation of the MCP protocol
DeepSeek technical community article
A detailed tutorial on developing an MCP weather query agent based on DeepSeek-V3
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