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.

FridaC2MCP is a proof - of - concept project that exposes the capabilities of the Frida dynamic instrumentation tool as a remote MCP server through HTTP streaming, aiming to achieve remote and automated mobile application security testing. The project is designed to run on a rooted Android device, allowing clients to analyze and manipulate running applications over the network.

The MobAI MCP server is a Model Context Protocol service for mobile device automation. It connects the MobAI desktop application through an HTTP API, enabling AI programming assistants to control Android and iOS devices and emulators, achieving UI automation, web operations, and batch script execution.

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.

This is a Node.js server based on the Model Context Protocol (MCP). It encapsulates the Appium mobile automation capabilities into MCP tools, enabling LLM intelligent agents to control Android or iOS applications through natural language instructions, achieving automated testing and interaction.

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

Bilt MCP Server is a tool designed specifically for AI agents, providing 8 powerful tools through the Model Context Protocol, enabling AI to independently create, build, and deploy production-ready mobile applications, supporting full application development lifecycle management.

MyTaskly MCP Server is a middleware based on the Model Context Protocol, providing an API gateway with OAuth 2.1 JWT authentication for the MyTaskly task - management application. It includes 20 tools and can format the data from the FastAPI backend into a response friendly to React Native mobile devices.

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.