Frida MCP is an MCP protocol implementation based on the Frida dynamic detection toolkit, providing AI systems with the ability to interact with mobile and desktop applications.

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.

An MCP service for controlling mobile devices via AI, providing functions such as device management, application installation, and log acquisition, supporting Android and iOS platforms.

The OpenRouter Image MCP Server provides powerful image analysis capabilities for AI agents, supports multiple visual models, and can analyze visual content such as photos, web page screenshots, and mobile application interfaces

A comprehensive to-do application that includes a React Native mobile end and a Node.js/Express backend API, supporting functions such as user authentication and task management.

Mobile e - commerce application supporting mobile payment and delivery management

BenBox is an AI agent system based on the SSE-based MCP protocol, including a mobile Angular application, supporting image recognition and cloud deployment.

AWorld is a multi - agent system framework aiming to bridge the gap between theoretical MAS capabilities and practical applications, providing a full - set solution from single - agent to multi - agent collaboration/competition. The project supports scenarios such as browser/mobile operations and GAIA benchmark testing, adopts a client - server architecture, integrates a rich toolchain, and includes performance evaluation and training functions.

Karakeep (formerly Hoarder) is a self - hosted all - in - one bookmark application designed for data hoarders. It combines AI technology to automatically obtain link information, intelligent tagging, and OCR functions, and supports multi - platform plugins and mobile applications.