Mobile-Agent

Mobile-Agent is a multi-platform GUI agent framework that automates tasks across mobile and desktop interfaces using multimodal perception and planning.

Mobile-Agent is a multi-agent framework designed to perform end-to-end GUI operations across mobile, desktop, and web environments. Built on the GUI-Owl model family and Qwen3-VL, it combines multimodal perception with grounding capabilities to interpret visual interfaces and execute actions. The framework manages complex tasks through planning, progress management, reflection, and memory, allowing it to navigate software autonomously. Users can interact with the agent via online demos or APIs, which support tasks ranging from document creation and web browsing to cross-app data retrieval. This system serves researchers and developers looking to implement GUI automation and explore agentic behaviors in real-world scenarios.

Mobile-Agent at a glance

Best for: Software engineer
Runs on: Web, Android
Pricing: Limited-time free Mobile-Agent-v3 API access via Alibaba Cloud Bailian
Released: January 2024
Category: AI agent tool
Website: github.com/X-PLUG/MobileAgent

Key features

GUI perception and visual grounding
Cross-platform mobile and desktop operation
Multi-stage planning and progress management
Autonomous reflection and memory capabilities
Integration with ModelScope and Alibaba Cloud Bailian
Long-horizon task completion

Use it for

Creating and editing spreadsheets with external web data
Browsing websites to retrieve and process information
Querying mobile apps for travel pricing and flight information
Analyzing and aggregating data across multiple social media platforms

Alternatives to Mobile-Agent

Mobilerun — Control real mobile devices and automate tasks with any large language model.
PhoneClaw — It executes AI agent tasks and system tool calls entirely on-device.
OpenGUI — Automates real Android apps using an open-source AI mobile operator.
OmniAgent — It evolves skills in real-time and dynamically hardens security during task execution.
AG-UI — Standardizes agent-user interactions and generative UI for applications.
Composio — Equips AI agents with tools, managed user auth, and sandboxes across 1,500+ apps
agent-device — Token-efficient snapshots and semantic references for native mobile and TV apps.
FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations.
GenericAgent — Grows skills automatically from tasks using a minimal code base.
MS-Agent — It supports multimodal inputs, autonomous scheduling, and modular tool integration.
Agent Squad — Runs multi-agent orchestration in Python, TypeScript, and locally on Apple devices.
AgentGPT — It allows users to build and deploy autonomous agents in the browser.

All Mobile-Agent alternatives