The StrawHat AI development repository provides a complete solution for building local and online AI development environments, including various tools such as the Ollama backend, Open - WebUI frontend, and Claude desktop proxy, supporting rapid deployment and development of AI applications.

A simple MCP server based on Perplexity AI, providing web search functionality and supporting development and deployment in the Windows environment.

The MCP server implementation for the ESP32 CYD development board provides a complete solution for remotely controlling hardware functions such as displays, touch, GPIO, and sensors through the WebSocket protocol.

The Claudesidian MCP Server is a service project that interacts with the Obsidian knowledge base. It provides functions such as note management, web scraping, and memory retrieval, and supports local deployment and extended development.

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.

SkyDeckAI Code is an MCP server that provides a comprehensive set of AI-driven development tools, including file operations, code analysis, execution, web content retrieval, search, etc., aiming to enhance the auxiliary capabilities of AI in software development.

A UI/UX design automation suite based on the MCP protocol that enables end-to-end workflows from design inspiration to development and delivery through AI assistance. It includes three core functions: web inspiration collection, Figma design integration, and React code generation.

The MCP Development Framework is a powerful toolset for interacting with large language models, providing functions such as file processing (PDF/Word/Excel) and web content retrieval. It supports Cursor IDE extension and has technical features such as intelligent file identification, efficient processing, and memory optimization.

A Monorepo project containing various web development tools, providing functions such as encoding conversion, color processing, date - time manipulation, and QR code generation, and implementing request - response processing through MCP server integration.

persistproc is a shared process layer tool designed for multi - agent development workflows. Through the MCP server and command - line tool, it allows agents and human users to view and control long - running processes (such as web servers). Its aim is to reduce copy - paste operations when coding with AI, support multi - agent collaboration, and remain tool - independent.

A CLI tool for quickly setting up MCP server projects, providing a complete project structure, optional Web API/WebSocket/database integration, and supporting TypeScript and modern development workflows.

CTX is a tool that connects code repositories with large language models (LLMs). By automatically generating structured context files, it solves the problem of low efficiency in code context transfer in AI development. It supports collecting information from various sources such as code files, Git repositories, and web pages, and can directly provide project context for AI assistants through the MCP server.

This is a curated list of resources for the Model Context Protocol (MCP) ecosystem, covering multiple categories such as official resources, development tools, MCP servers, web integrations, databases, blockchains, AI integrations, voice, mobile applications, development environments, security testing, productivity tools, and system tools.

GenPilot is a tool that simplifies the creation and management of single/multi - agent systems for generative AI. It supports the MCP protocol and provides terminal and web interfaces for rapid development and deployment.

The MCP development framework is a powerful framework for creating custom tools to interact with large language models. It provides functions such as file processing and web content retrieval, supports multiple formats such as PDF, Word, and Excel, and has technical features such as intelligent recognition, efficient processing, and memory optimization.

A tool that allows Claude to communicate with OpenAI and use gpt - image - 1 to generate image assets, suitable for scenarios in game or web development that require generating single assets.

A modern web application based on the Next.js App Router, built with React 19, TailwindCSS, and TypeScript, including a complete development toolchain and testing framework.

Laravel is an elegant and expressive PHP web application framework designed to simplify common development tasks and provide functions such as routing, dependency injection, and database ORM. It is suitable for building large - scale and robust applications.

A curated collection of top - tier MCP servers for enhancing the development workflow in 2025, including various use cases such as web automation, GitHub integration, and persistent memory management.

BrowserLoop is a Playwright-based MCP service tool for automatically capturing web page screenshots and monitoring console logs, supporting AI agents in web debugging, testing, and development tasks.

The MCP server of operative.sh is an automated web debugging agent that can autonomously execute and debug web applications, capture network traffic and error logs, and improve development efficiency.

An MCP server for spider crawler interaction and automation, providing web page scraping and crawling tools, currently in the early development stage.

A shared hosting MCP server optimized for PHP development, focusing on website and e-commerce platform construction

An MCP server that provides browser automation and development tools, supporting web page operations, debugging, analysis, and testing through Puppeteer, without additional browser or plugin installation.

The Self-hosted AI Starter Kit is an open-source Docker Compose template that quickly sets up a local AI and low-code development environment, including components such as Open WebUI, n8n, Ollama, Flowise, Qdrant, and PostgreSQL, supporting local AI workflow development.

Learning notes for Java software development, covering technical topics such as core Java, Web development, and design patterns, including detailed technical discussions, code examples, and best practices.

Tiny Chat is a chat application developed in Python. It supports installation in development mode and packaged installation, provides a Web interface and database functions, and integrates the MCP service and the RAG service of the OpenAI API.

A cross - platform tool that supports batch converting PNG/JPG images to WebP format, provides multi - threaded processing and various conversion options, and integrates the MCP protocol for easy use in AI development environments.

The AutoNavi Map Navigation MCP tool is an interactive map navigation system based on FastAPI and fastmcp, supporting three navigation modes: driving, cycling, and walking. It realizes real-time route planning and session management through WebSocket and is only for local development testing.

The mcp-server-suite is an open-source collection of MCP servers, aiming to become the 'HuggingFace' in the field of automation. It provides modular server components, supporting various functions from web searches to database operations, and encourages community contributions for expansion. The project includes core servers and various planned professional services, covering AI/ML, software development, and non-technical scenarios. The goal is to simplify the automation process through a standardized protocol.