Mininglamp-AI/Mano-P — Mano-P: Open-source GUI-VLA agent for edge devices.

Description and use

Mano‑P is an open‑source, vision‑language agent that provides GUI automation through a pure visual interface, running entirely on‑device on Apple M4‑based Macs (or via a compute stick) so no data ever leaves the hardware. It supports complex, multi‑step task planning and execution for cross‑platform GUI applications, and has been ranked #1 in its niche on OSWorld (58.2% share).

Problem

Mininglamp-AI/Mano-P helps remove repetitive manual operations from a workflow.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• remove manual work
• connect tools into repeatable flows
• schedule operational tasks

Evidence

Mano-P: Open-source GUI-VLA agent for edge devices. #1 on OSWorld (specialized, 58.2%). Runs locally on Apple M4 Mac mini/MacBook — no data leaves your device.Mano-P 是一个开源 GUI-VLA 项目，支持在 Mac mini/MacBook 上或通过算力棒本地运行推理，实现纯视觉驱动的跨平台 GUI 自动化操作。数据完全本地处理，支持复杂多步骤任务规划与执行。

Source