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Documentation MCP Server Y0y
This project is a Python tutorial practice on how to create an MCP server. You can add and manage the MCP server through the Claude command-line tool, and it supports testing and debugging of AI functions such as the ChromaDB vector database.
rating : 2 points
downloads : 5.8K
What is MCP Server?
MCP Server is a server that follows the Model Context Protocol specification, allowing users to run and manage custom Python scripts through the Claude AI interface. It is particularly suitable for development scenarios that require complex interactions with AI models.How to use MCP Server?
You can add, manage, and run the MCP server through a simple command-line interface. The server can be deployed in a specified directory to run custom Python scripts.Applicable scenarios
Suitable for AI model development, testing, and integration, especially development projects that need to interact with Claude AI.Main features
Server management
You can easily add, list, and manage multiple MCP server instances
Python script execution
Supports running custom Python scripts, suitable for various AI model development needs
Debugging tool integration
Comes with the MCP Inspector tool for easy debugging of server operations
Advantages
Simple and easy-to-use command-line interface
Supports execution of custom Python scripts
Seamless integration with Claude AI
Provides debugging tool support
Limitations
Requires basic command-line knowledge
Currently only supports the Python environment
Server configuration needs to be set manually
How to use
Add an MCP server
Use the claude mcp add command to add a new server instance
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Configure the server
Enter the server name, path, and run command as prompted
List servers
Use the claude mcp list command to view the installed servers
Run tests
Test the server functionality in the Claude interface
Usage examples
Create a vector database function
Implement the integration of the Chroma DB vector database with Langchain through the MCP server
AI model testing
Use the MCP server to test the functionality of a newly developed AI model
Frequently Asked Questions
How do I know if the MCP server is installed successfully?
Why isn't my Python script executing?
Can I run multiple MCP servers simultaneously?
Related resources
MCP Server tutorial video
AO - Software & AI's MCP Server creation tutorial
MCP Inspector documentation
Official documentation for the MCP Inspector debugging tool
Claude AI official documentation
Official usage documentation for Claude AI
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