codemcp is a tool that transforms Claude Desktop into a pair programming assistant, allowing users to directly let Claude implement functions, fix errors, and refactor code on the local code repository.

A Structurizr DSL syntax debugging tool designed specifically for the Cursor IDE, providing real-time error detection, fix suggestions, and browser integration functions.

The VibeCheck Web testing tool is an AI-driven web testing agent designed to simplify the web testing process for developers. It integrates with AI programming assistants through the MCP protocol, supporting automated test recording, execution, and discovery, and helping developers quickly identify and fix code issues.

Inspector MCP Server is an MCP server built specifically for the PHP ecosystem. It allows AI coding assistants to access production environment error data and provides tools for automatically fixing problems and suggesting root cause analysis.

An MCP server integrating Trivy security scanning capabilities, providing project vulnerability scanning and automatic fix capabilities through a standardized interface.

GitHub workflow debugging tool that diagnoses and fixes Actions workflow failures via the GitHub API

An MCP server based on the Mistral Codestral API, providing code completion, error fixing, and test generation functions

An MCP server for TradingView PineScript that provides code validation, error fixing, and template generation functions.

The Last9 MCP Server is a server implementing the Model Context Protocol, providing local integration of real - time production environment data (logs, metrics, traces) for AI developers to help quickly and automatically fix code.

A web accessibility detection MCP service based on axe-core that can integrate an AI assistant to automatically fix issues

GitHub workflow debugging tool that helps diagnose and fix GitHub Actions workflow failures through the MCP protocol

Jira Context MCP is a model context protocol implementation that integrates Jira with the Cursor IDE, allowing developers to directly obtain Jira ticket information, filter issue types, and automatically fix issues through an AI assistant, thereby improving development efficiency.

Scout Monitoring MCP is a locally running MCP server that allows AI assistants to access Scout application performance monitoring data through Docker images, including error tracking, performance metrics, and code-level analysis, helping AI directly fix performance issues in the code.

This project is an MCP server for the Alphavantage stock data API, which fixes some bugs in the original version to make it work properly.

The Georgia Institute of Technology integrated MCP server provides a comprehensive interface for LLM to access the GT academic research ecosystem, integrating the functions of multiple systems such as course systems, research resources, and campus facilities. It newly adds ChatGPT HTTP API integration and fixes the 500 error of the OSCAR system.

The Re-Stack MCP Server is a Model Communication Protocol server that aims to integrate Stack Overflow into LLM-based coding workflows via the Stack Exchange API, providing real-time access to the latest solutions and fixing Stack Overflow's feedback loop issues.

This project is a fixed version of the booking system, built on Cloudflare Workers, integrating Google Calendar and the MCP server. It solves key problems in the original system, including booking completion, confirmation email sending, calendar integration, etc., and adds new features such as real - time availability checks.

A server based on the MCP protocol that supports large language models to control WizConnected smart lighting fixtures.

The Windows-compatible version of the Gemini MCP tool, which fixes cross-terminal compatibility and response format issues, and supports AI assistants to interact with Google Gemini CLI via the MCP protocol

The Last9 MCP Server is a service that implements the Model Context Protocol, providing real-time production environment context (logs, metrics, tracing data) for AI agents to help quickly and automatically fix code. It supports multiple IDEs and tools, and provides functions such as exception query, service dependency graph, and log filtering.

The MCP Fixer Server is a comprehensive diagnostic and repair tool for the Model Context Protocol (MCP) server in Claude Desktop, capable of automatically detecting, diagnosing, and fixing common MCP configuration problems.

Contrast MCP Server is a bridge that connects Contrast security data with AI agents/LLMs, helping developers and security professionals quickly fix vulnerabilities. It supports multiple deployment methods, including local running and Docker containers, and can be integrated with tools such as VS Code and Copilot.

An MCP protocol server implemented in PHP that provides PHP code standard checking and auto - fixing functions and can be integrated into any project without external dependencies

This project provides a fixed configuration for the MCP server, resolves module not found errors caused by dependency issues, and offers two installation methods.

An MCP server project that always returns a fixed 'Ranger!' response regardless of the tool request received.

codemcp is a tool that transforms Claude Desktop into a pair - programming assistant, allowing users to directly let Claude implement features, fix errors, and refactor code in the local codebase while ensuring security through Git version control.

CloudSword is an open-source tool that helps public cloud tenants discover and fix risks in the cloud environment, and supports multi-platform asset management and security protection.