MCP Api Server Wrapper
The MCP API Server Template is a tool for API integration that, with AI assistance, quickly encapsulates external APIs into standardized MCP services.
rating : 2 points
downloads : 18
What is the MCP API Server?
The MCP API Server is an intelligent API integration tool that, with AI assistance, quickly converts various external APIs into standardized Model Context Protocol (MCP) service interfaces. API encapsulation can be completed without writing code.How to use the MCP API Server?
Simply provide the link to the target API documentation, and the AI will automatically analyze and generate the complete MCP server code, configuration files, and runtime environment.Applicable scenarios
It is suitable for scenarios where third - party APIs need to be quickly integrated into a unified interface standard, especially when interacting with AI tools such as Claude.Main features
AI automatic integrationAutomatically analyze API documentation and generate integration code through natural language instructions
Command-line configurationSupports flexible configuration of server parameters through command-line arguments
Docker supportProvides an out-of-the-box Docker containerized deployment solution
Advantages and limitations
Advantages
API integration can be completed without coding experience
Standardized output ensures service consistency
Seamless connection with AI tools
Limitations
Depends on the completeness and accuracy of API documentation
Complex APIs may require manual adjustment
Requires a Python 3.10+ environment
How to use
Clone the project
Get the project template to the local development environment
Install dependencies
Synchronize the Python dependency packages required by the project
AI-assisted development
Provide the API documentation link and creation instructions to the AI
Usage examples
Integrate the Naver Search APIUnify and encapsulate Naver's blog, news, and search volume APIs into an MCP service
Weather forecast serviceEncapsulate third - party weather data APIs into a standardized query interface
Frequently Asked Questions
Where can I configure the API key?
How can I verify that the service is running properly?
Which Python versions are supported?
Related resources
GitHub repository
Project source code and the latest version
MCP protocol documentation
Official specification of the Model Context Protocol
Example projects
MCP integration examples for various APIs
Featured MCP Services

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

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

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