shipwithjev

Catalog / Agents & browsers

0235GitHub

Jev macOS Loop

Native macOS GUI automation on Apple silicon: OmniParser CoreML and Apple Vision OCR identify controls locally, Jev selects the action.

Native macOS GUI automation on Apple silicon: OmniParser CoreML and Apple Vision OCR identify controls locally, Jev selects the action. AGPL-3.0.

jcpsimmons/jev-macos-loopREADME ↗
# Jev macOS Loop: Native AI Computer Use & GUI Automation



**Real Finder demo: 9 files → 3 group moves in 7.39 seconds, independently verified.** [Watch the full-resolution MP4](docs/media/jev-finder-batch-demo.mp4) · [Recording details](docs/recording.md)

Jev macOS Loop is an open-source computer-use agent for **native macOS GUI automation on Apple silicon**. It combines **OmniParser CoreML**, **Apple Vision OCR**, and **macOS accessibility** to identify controls locally, then uses **Jev** to select the next action. Bring your own token for **Vercel AI Gateway**, **OpenRouter**, or **TypesafeAI**.

[](https://github.com/jcpsimmons/jev-macos-loop/actions/workflows/checks.yml)
[](LICENSE)
[](#installation)

[Install](#installation) · [Configure your token](#bring-your-own-token) · [Run an automation](#run-native-macos-automation) · [Benchmarks](#verified-performance) · [Architecture](docs/architecture.md)

## Set up with your agent

**Copy and paste this into your agent:**

```text
Read https://raw.githubusercontent.com/jcpsimmons/jev-macos-loop/master/AGENTS.md
and follow its instructions to install, configure, verify, and integrate Jev
macOS Loop with my agent. Reuse an existing installation or token configuration
where available. Complete the setup and disposable-app test, then make it
available for future native Mac tasks. Ask me only for missing information,
credentials through a secure local workflow, or permissions you actually need.
```

Works through local terminal tools in Claude Code, Codex, Grok, Cursor, Gemini CLI, Copilot, and other coding agents. [AGENTS.md](AGENTS.md) has the full workflow. Requires a local Apple silicon Mac; the guide handles prerequisites, provider tokens, and macOS permissions.

## Native computer use with local perception

- **Nati

Also filed under Agents & browsers

  1. 0226

    Flight search with Browser Use★

    Breaking: Browser Use + Jev = Ultrafast ⚡ Findings flights took 7s and cost only $0.0039 🤯 > new action space every step > DOM state space > small LLM fallback to type (this video is at 1x speed btw) Built a tiny open source browser agent. try it below ↓

    @gregpr07 · Agents & browsers · ~$0.004 · ~7 s

  2. 0619

    jevmem: automatic project memory for Claude Code

    After every Claude Code message, Jev decides in ~0.3 s whether it holds a decision, rule or bug worth keeping, and jevmem saves it as one line in JEVMEM.md.

    @jetwaniavinash · Agents & browsers · ~0.3 s

  3. 0618

    Playwright + Jev: tests in plain language

    Write Playwright steps like "add the most expensive item to the cart". Jev finds the right buttons and fields, fills forms and checks the result.

    Andrey Popov · Agents & browsers

  4. 0617

    toolgate: a tool-call firewall for agents

    A Claude Code and MCP hook where Jev answers seven yes/no risk questions per tool call to allow, ask or deny. Usage and benchmark numbers are in the repo.

    Jaz · Agents & browsers