MCP (model Context Protocol) Rst
The Model Context Protocol (MCP) is a standardized protocol introduced by Anthropic for the interaction between large language models (LLMs) and external tools and functions, as well as for injecting context into LLMs. It enables models to request real-time information, perform operations in external systems, access professional knowledge bases, and interact with APIs and services. The MCP is similar to a USB hub, serving as a standard interface that reduces the risk of API changes because each MCP server is maintained by its own company, and users only need to integrate it. The MCP server provides three functions: tools, resources, and prompts.
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What is an MCP server?
The MCP server is a standardized protocol through which large language models can request real-time information, perform operations in external systems, access professional knowledge bases, and interact with other APIs and services.How to use an MCP server?
Using an MCP server is very simple. Just create a configuration file and run the server script to start interacting with the model.Applicable scenarios
The MCP server is suitable for scenarios where models need to be integrated with external systems, such as customer service, data analysis, and automated processes.Main Features
Tool SupportThe MCP server supports various tools, such as calculation, search, and database query.
Context InjectionThrough the MCP server, the model can directly receive context information from external systems.
API IntegrationThe MCP server can be easily integrated into existing API services without worrying about API compatibility issues.
Advantages and Limitations
Advantages
Standardized interface, reducing the complexity of API integration
Powerful real-time information retrieval ability
Easy to expand and maintain
Limitations
Some advanced features may require additional development
It has a certain dependence on the network environment
How to Use
Install Dependencies
Initialize the project in the local directory and install the MCP SDK.
Configure the MCP Server
Create a configuration file `mcp.json` and specify the server path.
Start the Server
Run the server script to start the MCP service.
Usage Examples
Example 1: Add Two NumbersSend an instruction to the model to add two numbers.
Example 2: Search for NewsSend an instruction to the model to search for the latest news.
Frequently Asked Questions
What is the main purpose of the MCP server?
How to ensure that the MCP server does not interrupt the API connection?
Related Resources
MCP Official Documentation
The official documentation and SDK for the MCP server.
Cursor IDE Setup Guide
The configuration guide for the MCP server in the Cursor IDE.
MCP Protocol Introduction Video
A short video tutorial on the MCP protocol.
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