Deploying a Local GUI Agent on Apple Silicon

说明与用途

在 Apple Silicon Mac 上安装和运行 Mano‑P 本地 GUI 代理：通过 Homebrew 安装、权限配置以及无需云端的本地任务执行。

问题

How to install and run Mano-P, a vision‑driven GUI agent, on an Apple Silicon Mac while keeping all processing local.

结果

Mano‑P runs locally on an M5 Pro with ~80 tok/s decode speed and 56% task completion on a 100‑task benchmark, outperforming cloud‑based Qwen3‑VL‑Plus (39%).

工作流

• brew tap Mininglamp-AI/tap && brew install mano-cua
• mano-cua check
• mano-cua install-sdk
• mano-cua install-model
• Grant Screen Recording and Accessibility permissions in System Settings
• mano-cua run "open Safari, search for today's weather" --local

证据

Mano‑P is a vision‑driven GUI agent. It looks at your screen, decides what to click or type, and executes multi‑step tasks autonomously.

来源

The model is Mano‑CUA‑4B‑Thinking‑1.1, quantized to MLX 8‑bit, with a peak memory footprint of 4.3GB.

来源

Hardware requirement: M4 chip or newer with 32GB+ RAM. Alternatively, any Mac with a USB 4.0+ compute stick works.

来源

You'll need to grant Screen Recording and Accessibility permissions in System Settings. That's the entire setup.

来源

On an M5 Pro, decode speed sits around 80 tok/s. In our 100-task real Mac GUI benchmark on a MacBook Pro M5 with 16GB, the Thinking-4B model hit 56% task completion.

来源