# IPADS-SAI/MobiAgent

The Intelligent GUI Agent for Mobile Phones

Repository: https://github.com/IPADS-SAI/MobiAgent
Canonical: https://ross.abutalabs.com/products/mobiagent
Language: Python
License: Apache-2.0
License Family: permissive
Last push: 2026-07-17T03:41:57+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 93, release rhythm 38, longevity 26
- inputs: {"age_days": 369, "days_push": 47, "days_rel": 254, "gap_med": 114, "n_releases_24m": 2}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1880, forks 230 (observed 2026-08-28T04:05:48.530381+00:00)

## What it is
MobiAgent is a systematic framework for building customizable GUI agents that operate mobile phones, comprising the MobiMind agent model family, the AgentRR acceleration framework, and the MobiFlow benchmark. It supports on-device inference on smartphones and a unified runner for multiple vision-language models.

## Use cases
- automate tasks on android phones with an ai agent
- run a gui agent that taps and swipes like a user
- benchmark mobile gui agents
- run llm agent inference directly on a smartphone
- build custom workflows automated by an agent on mobile
- compare ui-tars, qwen-vl and gemini agents on mobile tasks

## When to choose
- you need an ai agent that controls a phone's gui
- you want on-device mobile agent inference
- you need a benchmark for mobile gui agents

## When to avoid
- you need a web browser automation agent
- you only want desktop gui automation
- you need a no-code automation tool without ml models

## Facets
- artifact type: framework
- maturity: active
- function: agent-framework, machine-learning, llm-inference, benchmarking, computer-vision
- domain: large-language-models, mobile-development, artificial-intelligence
- platform: python, cross-platform
- tags: gui-agent, mobile-automation, on-device-inference, agent-model, screen-understanding, ai-agents, android, mobile

## Member repositories
- IPADS-SAI/MobiAgent (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:48.530381+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:13:59.726606+00:00, confidence not recorded.
  - readme: https://github.com/IPADS-SAI/MobiAgent (fetched 2026-08-28T04:05:48.530381+00:00, sha 620603055afe)
- Data as of 2026-08-30T08:39:29.467469+00:00.