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.

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.

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

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

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.

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

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

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

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.

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

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.

Rash is a two-way Shell security tool that can compile Rust code into secure POSIX Shell scripts or automatically fix the security issues of existing Bash scripts, providing deterministic output and zero runtime dependencies.

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.

This is a server that connects the Obsidian note - taking software with the Model Context Protocol, providing template - based note creation, reading and updating, tag management, file search, and advanced link management functions, including creating links between notes, detecting and fixing broken links, analyzing backlinks, and automatically generating table of contents graphs.

A development planning server based on the MCP protocol, integrating the ClaudeCode - DevPlanBuilder methodology into Claude Code. Through a workflow of structured interviews, detailed plan generation, Haiku execution, and Sonnet verification, it transforms ideas into executable development plans, including experience learning and GitHub issue fixing functions.

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.

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.