hyper-mcp is a high-performance MCP server based on WebAssembly plugins, supporting plugin distribution through container registries and suitable for various AI application scenarios.

This is a curated list of Web3 Model Context Protocol (MCP) servers, covering multiple categories such as chain interaction, trading, DeFi, market data, tools, and social. MCP is an open protocol that standardizes how applications provide context to LLMs, similar to the USB - C port for AI applications. DeMCP is the first decentralized MCP network, focusing on providing self - developed and open - source MCP services for agents, supporting cryptocurrency payments, and redefining the security and reliability of MCP by combining TEE and blockchain registries.

MCP Notes is an intelligent note - taking application based on the MCP protocol, supporting AI - driven note management and web interface operations, and using DynamoDB to store data.

emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification, connecting applications such as Claude Desktop to external tools and data services.

The GPT Researcher MCP Server is an AI research server based on the MCP protocol. It can provide high-quality and optimized research results for LLM applications through in-depth web search and verification.

Web Application Penetration Testing MCP is a comprehensive tool focusing on the analysis of business logic security vulnerabilities. Through systematic crawling and analysis, it can identify security issues that standard scanners cannot detect.

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.

This project implements a server based on the Model Context Protocol (MCP) for deploying web applications to AWS serverless infrastructure, supporting automatic deployment of front - end, back - end, and full - stack applications.

An MCP service that automatically generates a complete website icon set, supporting the creation of favicons, Apple Touch icons, and web app manifest files in various sizes from PNG images or URLs.

BugBounty MCP Server is a comprehensive security testing tool that interacts with LLM through natural language, providing over 92 penetration testing tools, covering functions such as reconnaissance, scanning, vulnerability assessment, web applications, network security, OSINT, vulnerability exploitation, and report generation.

Snowfort Circuit MCP is a comprehensive Model Context Protocol server suite that provides web and Electron desktop application automation capabilities for AI coding agents, with features such as AI - optimized snapshots, intelligent screenshot compression, and multi - session management.

The YggTorrent MCP Server & Wrapper is a Python wrapper and MCP server for programmatically interacting with the YggTorrent website. It provides functions such as searching for torrents, obtaining torrent details, magnet links, and downloading .torrent files, and supports integration with other applications through the MCP protocol.

Bocha is a search engine designed specifically for AI, providing high-quality search services for nearly tens of billions of web pages and ecological content across the network, supporting structured data in multiple vertical fields such as weather, news, and encyclopedias, and suitable for various AI applications.

An OpenAI agent server based on the MCP protocol, providing various professional agents (such as web search, file search, and computer operation) and a multi-agent coordinator, which can interact with clients (such as the Claude desktop application) through the MCP protocol.

The Browserbase MCP Server is an open - source project based on the Model Context Protocol (MCP), providing cloud browser automation capabilities, supporting web page interaction, data extraction, screenshot taking, and JavaScript execution, etc., to help LLM applications seamlessly integrate with external data sources and tools.

DNStwist MCP Server is a Model Context Protocol service based on the dnstwist tool, used to detect domain typo variants, phishing websites, and corporate espionage. It provides functions such as domain fuzzy generation, registration check, and DNS record analysis, and can be integrated into MCP-compatible applications such as Claude Desktop.

The Apple MCP toolset is a native Apple tool collection designed for the MCP protocol, providing various functions such as messages, notes, contacts, emails, reminders, calendars, web search, and maps.

The MCP application is a service that combines RAG and web search tools, using OpenAI embedding vector storage, PostgreSQL as the database, and PGVector as the vector storage, supporting knowledge retrieval and document addition functions.

Rod - MCP is a browser automation server based on Rod, providing rich web interaction capabilities for applications.

FFUF MCP is a bridge that connects the high-speed web fuzzing tool FFUF with the Model Context Protocol (MCP) ecosystem. It integrates FFUF features into MCP-compatible applications through a standardized protocol, supporting automated security testing and AI-assisted workflows.

BrowserStack MCP Server is a testing platform service that allows developers to directly use the features of the BrowserStack testing platform through AI tools, supporting both manual and automated testing, including mobile app and web testing.

GoScry is a server application based on the Go language. It controls browsers to execute web page operation tasks through the Chrome DevTools protocol, providing API interfaces and DOM parsing functions.

The plugged.in App is a comprehensive web application for managing Model Context Protocol (MCP) servers, providing a unified interface to discover, configure, and use AI tools across multiple MCP servers. It supports multi - workspaces, an interactive testing platform, tool management, resource discovery, etc., can be integrated with various MCP clients, and supports self - hosted deployment.

Databutton App MCP is a local proxy tool that securely connects to the API endpoints of Databutton apps via the MCP protocol and WebSocket, enabling LLM clients to use these APIs as tools.

An MCP server that provides Perplexity API web search functionality for the Claude desktop application

MCP URL2SNAP is a lightweight Model Context Protocol (MCP) server that allows LLMs to capture web page screenshots by specifying URLs and return image access links. This project simplifies the process of generating and sharing web page snapshots and is suitable for integration into AI applications such as Claude Desktop or automated workflows.

The MCP Deep Web Research Server is an advanced web research tool based on Node.js, providing intelligent search queues, enhanced content extraction, and in-depth research capabilities, and can be integrated into the Claude desktop application.

B12's AI website generation model protocol server, which supports invocation through the Claude desktop application

Chrome DevTools MCP is a model context protocol server that integrates the Chrome developer tools protocol through MCP, allowing users to debug web applications by connecting to Chrome developer tools.

A Puppeteer - based webpage screenshot MCP service that supports full - page screenshots, element screenshots, multiple image formats, custom options, and authentication session management. It can be used for AI agents to visually verify web applications.

MCPHub is a hybrid web/extension application for managing Model Context Protocol (MCP) servers, providing server management functions similar to apt/pip, including a modern web interface and secure local system integration.

WhatsApp Web MCP is a Node.js application that connects WhatsApp Web with AI models through the Model Context Protocol (MCP), providing a standardized interface for automated messaging, contact management, and group chat functions.

WebScout MCP is a web application reverse-engineering tool based on the Model Context Protocol, focusing on automated analysis of chat interfaces and streaming APIs, providing browser automation, network traffic capture, and intelligent pattern detection capabilities

MCPez is a microservice command proxy management platform that unifies the management and standardizes the backend service interfaces through a web interface, simplifying the integration and deployment of applications such as AI agents.

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.

Volatility MCP is an AI assistant project that integrates the Volatility 3 memory forensics tool with FastAPI and the MCP protocol. It enables memory analysis plugins to be accessed by AI assistants and web applications through the REST API.

The OWL x WhatsApp MCP Server project is an application that integrates WhatsApp messaging functionality with a multi - agent collaboration framework. It enables AI agents to access, search, and send messages to WhatsApp data through the Streamlit interface and supports real - time web searches.

MCP Server Runner is a WebSocket server implementation for running the Model Context Protocol (MCP) server, supporting access to the MCP server via WebSocket for easy integration with web applications and other network clients.

Create a directory website for MCP servers and share Claude code tips and creative computer applications

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.