M

MCP Server 101

This guide details how to set up a Model Control Protocol (MCP) server integrated with Claude Desktop. The server extends Claude's functionality through Python scripts, enabling it to interact with external systems such as AWS services and GitHub. The document includes installation steps, configuration methods, advanced features, and troubleshooting.
2 points
23

What is an MCP server?

The MCP (Model Control Protocol) server is a tool used to connect Claude Desktop with external systems and services, such as AWS and GitHub. It allows you to create custom functions to perform specific tasks, thereby enhancing the functionality of Claude.

How to use the MCP server?

To start using the MCP server, follow these steps to install, configure, and start it. Ensure that your environment is ready to run Python 3.8 or higher, and Claude Desktop is installed.

Use cases

The MCP server is well - suited for enterprise users who need to automate tasks, such as cloud resource management, data analysis, and code collaboration.

Main Features

Integration with AWS servicesThrough the MCP server, you can easily manage and monitor AWS resources, such as EC2 instances and S3 buckets.
Integration with GitHubThe MCP server supports interaction with the GitHub API, making it convenient for you to obtain repository information or automate the code review process.
Custom function developmentYou can write your own Python functions and share them with Claude Desktop to implement personalized business logic.

Advantages and Limitations

Advantages
Simplify the complex API call process
Improve work efficiency
Support multiple programming languages
Easy to deploy and maintain
Limitations
Require a certain programming foundation
Depend on network connection
May involve high security risks

How to Use

Install necessary software
Ensure that Python 3.8 or higher and the uv package manager are installed on your computer.
Create a server script
Create a new file named server.py in your working directory and add the required functions.
Test the server
Run the following command in the terminal to verify that the server is working properly.
Configure Claude Desktop
Open the Claude Desktop application, navigate to the settings page, and enter the server configuration information.

Usage Examples

Query AWS EC2 instancesDemonstrate how to use the MCP server to query EC2 instances on AWS.
Get GitHub repository informationShow how to use the MCP server to access the GitHub API to get repository details.

Frequently Asked Questions

How to solve the connection failure problem?
Why doesn't my custom function work?

Related Resources

MCP official documentation
Gain in - depth understanding of the MCP protocol and its applications.
GitHub code repository
View the source code of the open - source project and participate in contributions.
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "Custom MCP Server": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "mcp[cli], pygithub, boto3",
        "mcp",
        "run",
        "/full/path/to/your/server.py"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
Featured MCP Services
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
85
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
140
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
829
4.3 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
564
5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
282
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
753
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase