IPADS-SAI/MobiAgent
The Intelligent GUI Agent for Mobile Phones observed · 2026-10-17
Health v2 · maintenance only
54/100
- Activity 84
- Release rhythm 31
- Longevity 29
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 114
- age_days: 417
- days_rel: 302
- days_push: 96
- n_releases_24m: 2
Adoption not part of the score
1920 stars · 231 forks observed · 2026-10-17
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
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
framework · maturity active
agent-framework machine-learning llm-inference benchmarking computer-vision large-language-models mobile-development artificial-intelligence python cross-platform gui-agent mobile-automation on-device-inference agent-model screen-understanding ai-agents android mobile
1 source
- readme: https://github.com/IPADS-SAI/MobiAgent · fetched 2026-10-17 · 620603055afe
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| IPADS-SAI/MobiAgent | main | 54 |
For agents
markdown · JSON · MCP: product_card(name="IPADS-SAI/MobiAgent")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem