Ross ROSS = Recommend OSS · open-source software intelligence for agents

stepfun-ai/gelab-zero

Some data may be outdated — see provenance labels.

STEP-GUI: The top GUI agent solution in the galaxy. Developed by the StepFun-GELab team and powered by StepFun’s cutting-edge research capabilities. observed · 2026-09-29

github.com/stepfun-ai/gelab-zero · homepage · Python · MIT (permissive) observed · 2026-09-29

Health v2 · maintenance only

50/100

  • Activity 73
  • Release rhythm 35
  • Longevity 23

Flags: no_releases

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: n/a
  • age_days: 326
  • days_rel: n/a
  • days_push: 162
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2276 stars · 198 forks observed · 2026-09-29

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

GELab-Zero is an open-source GUI agent framework for mobile devices, combining a 4B vision-language model (GELab-Zero-4B) with engineering infrastructure for multi-device ADB management and task distribution. It runs fully locally with no cloud dependencies and includes an MCP server for integration with chat interfaces.

Use cases

  • automate android apps with a gui agent
  • control phones via ai without app apis
  • run a local phone-use agent with privacy
  • manage adb tasks across multiple android devices
  • benchmark gui agents on android world
  • integrate a gui agent into chat via mcp

When to choose

  • you need a fully open-source, locally deployable mobile GUI agent with model and infrastructure included
  • you want privacy-sensitive phone automation without cloud APIs
  • you need multi-device Android agent orchestration or MCP integration

When to avoid

  • you need a mature commercial-grade agent with top benchmark scores
  • you only target desktop or web GUIs rather than mobile
  • you lack GPU resources to run the 4B vision-language model

Facets

framework · maturity active

agent-framework machine-learning computer-vision mcp mobile-development artificial-intelligence python self-hosted gui-agent phone-use-agent adb mobile-automation vision-language-model android-world-benchmark local-deployment ai-agents automation android docker

2 sources

Member repositories

RepositoryRoleHealth v2
stepfun-ai/gelab-zeromain50

For agents

markdown · JSON · MCP: product_card(name="stepfun-ai/gelab-zero")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem