MCP Git
This project provides a comprehensive CI/CD pipeline for the MCP Git server, including workflows such as code quality checking, test verification, protocol compliance testing, security scanning, and performance testing, to ensure that the server behavior complies with the MCP protocol standard and maintains high - quality code.
2 points
5.5K

What is the MCP server?

The MCP server is a tool for verifying and managing the behavior of the Model Context Protocol (MCP), ensuring its compatibility and stability in different scenarios.

How to use the MCP server?

Automatically test and verify the behavior of the MCP server through the CI/CD process, and provide detailed reports and log information.

Applicable scenarios

Suitable for development teams, testers, and system integration engineers who need to verify the compatibility of the MCP protocol.

Main Features

Protocol compliance verification
Ensure that the MCP server complies with standard protocol specifications, including message formats and notification processing.
Error handling mechanism
Support the handling of unknown notification types and abnormal data to ensure the stable operation of the service.
Cross - platform support
Support running on multiple platforms such as Linux, Windows, and macOS.
Security scan
Integrate dependency vulnerability detection to ensure code security.
Performance test
Support performance testing under high load to ensure the stability of the server in large - scale scenarios.
Advantages
Automated testing improves development efficiency
Comprehensive protocol compliance verification
Support for multiple operating system environments
Provide detailed error logs and analysis
Limitations
Configuration and maintenance require a certain technical background
Some advanced features may depend on external tools
Performance testing requires a certain amount of resources

How to Use

Install dependencies
Ensure that Python 3.10 - 3.12 and necessary development tools are installed.
Run local validation
Run the validation script in the project directory to check the behavior of the MCP server.
Check before code submission
Run the pre - commit hook to ensure code quality and protocol compliance.
Submit code and trigger CI
After pushing the code to the Git repository, the CI/CD process will automatically execute tests and verifications.

Usage Examples

Verify MCP protocol compliance
Ensure that the MCP server follows standard protocol specifications during the development process.
Handle a large number of notifications
Test the performance of the MCP server under high load.

Frequently Asked Questions

What dependencies does the MCP server require?
How to solve the problem of CI failure?
Where can the MCP server be deployed?

Related Resources

MCP Inspector GitHub Repository
MCP protocol verification tool for verifying the behavior of the MCP server.
GitHub Actions Documentation
Learn how to configure and use GitHub Actions for CI/CD.
Ruff Official Documentation
Ruff is a static analysis tool for Python, used for code quality checking.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
10.5K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
6.1K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
6.5K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
8.3K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
11.2K
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
25.0K
5 points
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
17.0K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
45.9K
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
15.0K
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#
19.4K
5 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
46.4K
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
31.0K
4.8 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
16.1K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase