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MCP Agent
An MCP (Model Context Protocol) server and client project based on FastMCP and LangChain, including installation dependencies and operation guides.
rating : 2 points
downloads : 13
What is MCP Agent?
MCP Agent is an intelligent dialogue system framework that uses the Model Context Protocol (MCP) to coordinate communication between the server and the client. It combines the efficiency of FastMCP and the natural language processing capabilities of LangChain, and can be used to build various dialogue AI applications.How to use MCP Agent?
You can start the MCP client to interact with the server through a simple command-line interface. The system requires an OpenAI API key to access the AI model capabilities.Applicable scenarios
Suitable for various applications that require intelligent dialogue functions, such as customer service robots, personal assistants, knowledge Q&A systems, etc.Main features
Model context managementEffectively manage the dialogue context through the MCP protocol to maintain a coherent dialogue experience
LangChain integrationLeverage the powerful NLP capabilities of LangChain to process natural language input
FastMCP supportImplement efficient client-server communication based on FastMCP
Advantages and limitations
Advantages
Easy to deploy and use
Supports flexible dialogue context management
Combines the advantages of LangChain and FastMCP
Limitations
Requires an OpenAI API key
Depends on external API services
Currently only supports the command-line interface
How to use
Install dependencies
Use Poetry to install all necessary Python dependency packages
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Set the API key
Set the OpenAI API key environment variable
Run the client
Start the MCP client to interact with the server
Usage examples
Intelligent customer service robotUse MCP Agent to build an intelligent customer service system that can understand the context and answer customer questions
Knowledge Q&A systemBuild a Q&A system based on a specific knowledge base
Frequently Asked Questions
How to obtain an OpenAI API key?
How to use the export command on a Windows system?
Is there a graphical interface version?
Related resources
YouTube tutorial video
A detailed video tutorial on how to build MCP Agent
LinkedIn
The developer's LinkedIn profile
Twitter
The developer's Twitter account
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