Deebo is an AI debugging assistant that can accelerate the process of resolving code errors and improve development efficiency through automated investigation and multi - threaded workflows.

XcodeBuild MCP is a server that integrates Xcode-related tools for AI assistants and MCP clients, supporting functions such as Xcode project management, simulator control, and app utilities to achieve an automated development process.

Refact Agent is an open - source AI programming assistant that supports multi - language code generation, debugging, and optimization. It integrates with mainstream development tools, can be deployed locally, and provides intelligent code completion and code explanation functions.

Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.

The AI Development Assistant MCP Server is an AI - based code development toolkit that provides functions such as code architecture generation, UI screenshot analysis, and code review, specifically designed for Cursor.

Foundry MCP Server is a lightweight and fast MCP protocol server that provides Solidity development capabilities based on the Foundry toolchain for LLM assistants, including network interaction, contract operations, and Solidity development functions.

Foundry MCP Server is a lightweight MCP service based on the Foundry toolchain, providing Solidity development and blockchain interaction capabilities for LLM assistants, including functions such as contract analysis, transaction execution, and network management.

The SDKMAN interactive command-line tool provides a convenient interface for browsing, filtering, and installing SDKs, supports all SDKMAN candidate versions, and can integrate with an AI assistant to manage the development environment through natural language.

Unity-MCP is an open - source project that connects the Unity game engine with AI assistants. It implements AI - assisted development, automated testing, and runtime debugging functions through the Model Context Protocol.

React MCP is a server that implements the model context protocol, providing Claude AI with the ability to interact with React applications, supporting project management, file operations, and process control.

The Flutter MCP Server is an open - source implementation of the Model Context Protocol (MCP) for the Dart/Flutter ecosystem. It provides a unified API interface for AI assistants and developer tools, supports remote calls to the Dart/Flutter development toolchain, and enables secure and programmable automated development processes.

Yellhorn MCP is a model context protocol server that provides full codebase context support for code assistants by integrating the capabilities of Gemini and OpenAI, enabling development task planning, code review, and isolated environment creation.

Prometheus MCP Server is a protocol server that enables seamless docking between AI assistants and the Prometheus monitoring system. It supports querying, analyzing, and discovering monitoring metrics in natural language and is compatible with multiple development tool clients.

The MCP Python Toolbox is a service that implements the model context protocol, providing a comprehensive Python development toolset for AI assistants.

This is an MCP server specifically designed for Local by Flywheel, allowing AI assistants to directly read the WordPress database, automatically detect MySQL instances, and execute read - only queries, greatly improving development efficiency.

mcp-micromanage is a tool for controlling and tracking the workflow of AI programming assistants. It ensures that development tasks are executed as planned through mandatory frequent feedback and a visualization dashboard.

The AI assistant MCP service for Modus Web Components, providing instant queries for component documentation, design specifications, and project setup guidance

AI development assistant toolkit that provides code architecture, screenshot analysis, code review, and file reading functions

The VibeCheck Web testing tool is an AI-driven web testing agent integrated into AI programming assistants (such as GitHub Copilot, Cursor, etc.) through the MCP protocol to achieve automated test recording, execution, and discovery. It uses Playwright to control the browser, supports generating test scripts through natural language description, executes regression tests, and automatically discovers potential test steps, improving development efficiency and test accuracy.

An MCP server integrated with GitLab, providing functions to obtain failed pipeline logs, merge request comments, and code changes to enhance the development support capabilities of AI assistants.

Apple Developer Documentation MCP service provides AI programming assistants with the ability to directly access Apple's official development documentation, supporting intelligent search, framework browsing, and detailed documentation retrieval.

An intelligent MCP server that acts as a guardian of development knowledge, providing AI assistants with access to the latest documentation and best practices.

A basic project for developing custom MCP servers, providing a complete architectural pattern, example tools, and development infrastructure to support AI assistants in connecting to external data sources or APIs.

The QuantConnect MCP Server is a localized model context protocol server designed for quantitative trading, providing complete integration with the QuantConnect platform, including research environment, statistical analysis, portfolio optimization, etc. It supports quantitative strategy development through natural - language interaction with an AI assistant.

Unity-MCP is an open-source bridge that connects Unity with AI assistants, enabling AI-assisted game development, automated testing, and scenario analysis through the MCP protocol.

Calva MCP Server is a VS Code extension that provides AI programming assistant functions for Clojure/ClojureScript development. It enables interactive programming by connecting to the REPL, allowing AI to execute and test code in real-time.

Vibe Coder is an MCP server designed to enhance the software development capabilities of AI assistants by integrating multiple development tools and AI capabilities.

Unity MCP is an AI assistant tool that controls the Unity editor through natural language commands. It supports creating, modifying, and managing game objects, scenes, materials, etc., and simplifies the development process.

MCP Rewatch is an MCP server used to help AI programming assistants (such as Claude Code) manage long - running development processes, solve the timeout problem caused by process blocking, and achieve asynchronous log acquisition and process restart.

A WordPress Trac data MCP service developed in TypeScript, deployed on Cloudflare Workers, providing AI assistants with comprehensive access to WordPress development data and supporting standard MCP clients and ChatGPT Deep Research functions.

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.

Hoverfly MCP Server is a Model Context Protocol (MCP) server based on Spring Boot that integrates the Hoverfly simulation tool into the AI assistant ecosystem, supporting dynamic simulation of third - party APIs to solve the problem of external service dependencies in development and testing.

SpaceBridge-MCP is an MCP server integrated with the SpaceBridge REST API, used for automatically managing issues in cross - platform issue trackers. It allows developers to search, create, and view issues directly in the development environment through an AI assistant, reducing context switching and providing intelligent issue duplicate checking.

Bifrost is a VSCode extension that provides an MCP server, exposing VSCode's development tools and language features to AI tools to enhance the capabilities of AI programming assistants.

The VSCode context MCP server provides VSCode environment access and file operation functions for AI assistants, enabling intelligent interaction between the development environment and AI.

This project demonstrates how to use Google's ADK (Agent Development Kit) and MCP (Model Context Protocol) to build a YouTube search assistant powered by Gemma 3, supporting natural language queries and formatted search results.

Vibe Coder is an MCP server that provides powerful software development tools for AI assistants, including code generation, research, planning, and project scaffolding functions.

The Dart MCP Server is a server based on the Model Context Protocol (MCP) that provides access to Dart SDK commands for AI development assistants, supporting core development functions such as code analysis, compilation, and formatting.

MCP DevTools is a set of development tools for AI assistants to interact with external services, providing seamless integration of services such as Jira and Linear

The SFCC Development MCP Server is an MCP protocol service that provides comprehensive support for Salesforce B2C Commerce Cloud development, including document query, log analysis, best practice guides, and system object definition functions, and supports AI assistant integration.