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Cursor

Cursor is a coding editor with a built-in AI sidebar.

Caveat: Cursor's "Custom OpenAI base URL" requires a publicly reachable HTTPS endpoint for some features (Composer, Chat). For local-only use, expose afm via a tunnel (Cloudflare Tunnel, Tailscale Funnel, ngrok) or use Cursor's local-models setting where available.

1. Start the server

afm mlx -m mlx-community/Qwen3-Coder-Next-4bit --port 9999

2. (Optional) expose via tunnel

# Cloudflare quick tunnel — replace with your tool of choice
cloudflared tunnel --url http://localhost:9999

Note the public HTTPS URL it prints.

3. Configure Cursor

Cursor settings → Models → "Add Model":

  • Model name: mlx-community/Qwen3-Coder-Next-4bit
  • OpenAI Base URL: https://your-tunnel-url/v1 (or http://localhost:9999/v1 if your build allows local)
  • API Key: any value

Tips

  • Cursor sends large prompts (system + repo context); --enable-prefix-caching is a big win.
  • For Composer multi-turn loops, --concurrent 2 lets Cursor's parallel calls share the model.