Claude Mobile is an MCP server that supports controlling Android, iOS, Desktop, and Aurora OS devices through natural language, providing unified automated operations, intelligent screenshots, permission management, and UI interaction functions.

MCP Appium is an intelligent mobile automation server based on the model context protocol, providing cross - platform mobile app testing tools for AI assistants, supporting iOS and Android platforms, and featuring intelligent element location, session management, and automated test generation functions.

Nyantify is an intelligent notification middleware that enables AI assistants to politely notify users after completing long - running tasks. It monitors whether the user leaves the IDE, the task duration, and the project context, and only sends push notifications to the mobile phone when really needed, avoiding disturbing the user's focused work.

Herald is a self-hosted MCP server that connects Claude Chat and Claude Code through the official Custom Connectors protocol, allowing users to remotely control code operations on their workstations from devices such as mobile phones, enabling bidirectional task scheduling and session synchronization.

MobSF MCP is a Node.js-based implementation of the Model Context Protocol that provides a standardized interface for the Mobile Security Framework (MobSF) and supports integration with automated workflows and third-party tools.

An MCP server that provides automation capabilities for mobile devices, supporting interaction with mobile devices through structured UI data.

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.

SystemPrompt Coding Agent is an open-source project that transforms a local workstation into an AI programming assistant that can be remotely controlled via the MCP protocol, supporting voice commands and mobile operations for off-site programming management.

Message MCP is an AI task notification system that offers desktop notifications, custom sounds, mobile push notifications, email notifications, and API push functions, enabling users to promptly learn about the task completion status without constantly staring at the screen.

AutoMobile is a mobile automation toolset that provides automation testing, UI interaction, test writing, and execution functions for the Android platform. It enables intelligent interaction loops and source code mapping through the MCP server.

The MCP Mobile Server is an AI-driven mobile development toolset that provides 36 powerful Flutter, Android, and iOS development tools for MCP clients such as Claude Desktop, including intelligent device management, automated builds, and cross-platform deployment features, significantly improving mobile development efficiency.

mirroir - mcp is an MCP server that allows AI agents to view the mobile phone screen in real - time, click on elements, and perform operations through the macOS iPhone mirroring function, providing AI with visual and interactive capabilities.

MCP Bridge is a lightweight, LLM-independent RESTful proxy for connecting to multiple Model Context Protocol (MCP) servers and exposing their functions through a unified REST API. It solves the problem that platforms such as edge devices, mobile devices, and web browsers cannot efficiently run MCP servers, and provides optional risk-based execution levels, including security controls such as standard execution, confirmation workflows, and Docker isolation.

A modern iOS automation server based on FastMCP 2.0 and clean architecture, featuring modular design, cross - platform readiness, and cloud deployment capabilities.

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.

The MagentaA11y MCP Server provides accessibility standards from T - Mobile's MagentaA11y project, supports local and remote deployment, and provides accessibility acceptance standards for web and native components for developers.

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.

Mobile automation MCP service, providing Android/iOS device control capabilities for Cursor AI, supporting 39 operation tools, intelligent verification, test script generation, etc. It can be used without an AI key.

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 Bitrefill MCP Server is a TypeScript-based server that provides AI assistants with access to Bitrefill services through the Model Context Protocol (MCP), including gift card searches, mobile top-ups, etc.

A campus mobile service platform based on MCP, providing student services such as communication, grade inquiry, and memos

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

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.

MCP Appium is a service that integrates Appium into the Model Context Protocol, allowing AI agents to automatically control and test mobile devices, supporting automatic server startup, device detection, and flexible testing.

Android Mobile MCP is a tool for automating Android devices through the model context protocol, providing functions such as UI operations, app management, and screen capture.

The MCP validation tool for mobile development solves the problem of 'random coding' by AI assistants through enforced task planning, code quality checks, and UI/UX specification enforcement. It supports Flutter, React Native, iOS, and Android platforms.

An MCP server that provides the function of querying the location of a mobile phone number, capable of querying information about the province, city, and operator.

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.

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.

Mobile e - commerce application supporting mobile payment and delivery 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.

The Bitrefill MCP server is an MCP - protocol - based service written in TypeScript, providing an interface to access Bitrefill services such as gift cards and mobile top - ups. It supports AI assistants to perform product searches, detail queries and order management through the MCP protocol.

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.

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

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.