My MCP Servers
The MCP server project provides a standardized communication protocol for tool - agent integration, facilitating AI applications to quickly invoke various tool services.
rating : 2 points
downloads : 11
What is an MCP server?
An MCP server is a service that wraps various tools (such as weather query, note management, etc.) into standardized interfaces, allowing AI applications to use the functions of these tools as conveniently as invoking APIs.How to use an MCP server?
You can create, run, and manage an MCP server through a simple command - line tool. AI applications interact with the server through a standard protocol.Applicable scenarios
Scenarios where existing tools need to be integrated into AI workflows, such as intelligent assistants invoking external services and toolchain integration in automated processes.Main features
Standardized integrationProvide a unified protocol so that different tools can be invoked by AI applications in the same way.
Quick deploymentYou can create a new MCP server within a few minutes through template tools.
Development tool supportProvide tools such as MCP Inspector to assist in development and debugging.
Advantages and limitations
Advantages
Simplify the integration process between AI applications and external tools.
Standardized interfaces reduce development complexity.
Abundant templates and tools accelerate development.
Limitations
Require Python environment support.
The new protocol has a learning curve.
The current community ecosystem is still growing.
How to use
Create a new server
Use template tools to quickly generate the project structure of an MCP server.
Install dependencies
Enter the project directory and install the required dependencies.
Run the server
Start the development server for testing.
Usage examples
Weather query serviceCreate a weather query MCP server so that AI applications can obtain real - time weather data.
Note management serviceDevelop a note management MCP server so that AI assistants can help users record and query notes.
Frequently asked questions
What running environment does an MCP server require?
How to debug an MCP server?
Which languages does an MCP server support?
Related resources
MCP server quick - start tutorial
Teach you step - by - step to create your first MCP server.
Quick - start example repository
Contains sample code for a weather server.
Official MCP server collection
Reference implementations of various ready - made MCP servers.
MCP server creation template
A template tool for quickly generating MCP server projects.
Featured MCP Services

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
827
4.3 points

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

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

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

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

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

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

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