MCP Server Test 61x
An MCP service test project based on Java and Spring
rating : 2.5 points
downloads : 7.1K
What is MCP Server Test?
MCP Server Test is a lightweight Java application that implements the Model Context Protocol (MCP) for handling communication between the model and the client. It supports interaction through standard input/output (stdin/stdout).How to use MCP Server Test?
The server can be started by running the jar package with the Java command. The server will listen to the standard input and return the processing results to the standard output.Applicable scenarios
Suitable for scenarios that require quick testing of MCP protocol functions, or as a lightweight service for integration with other applications.Main features
Standard input/output communication
Supports communication through stdin/stdout, facilitating integration with other programs
MCP protocol implementation
Implements the basic functions of the Model Context Protocol
Lightweight
Runs as an independent jar package without the need for additional services
Advantages
Simple and easy to use, only requires a Java environment to run
Lightweight, with low resource consumption
The standard input/output method facilitates integration
Limitations
Relatively simple in function
Only supports standard input/output, not suitable for high-concurrency scenarios
Requires a Java runtime environment
How to use
Prepare the environment
Ensure that the Java runtime environment (JDK or JRE) is installed
Download the jar package
Obtain the mcp-server-test.jar file
Run the server
Start the server using the java command
Usage examples
Basic communication test
Send a request through standard input after starting the server
Frequently Asked Questions
An error 'Main class not found' occurs when running the jar package.
How to confirm that the server has been started?
Related resources
Java official website
Download the Java runtime environment
MCP protocol documentation
Model Context Protocol specification documentation

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
16.6K
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
14.8K
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
24.5K
5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.7K
4.3 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#
20.2K
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
44.3K
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
30.2K
4.8 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
62.4K
4.7 points