stepfun-ai/gelab-zero

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2257 stars · 198 forks observed · 2026-08-28

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

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