Hey everyone, I've developed a desktop application which you can download by bookmarking your favorite wallpapers, then it saves locally in a folder of your choice.
You can download the application in this link
Source code: https://github.com/luisflorido/wallhaven-desktop
In order to setup the only thing that you need to do is get your API Key here and set on Settings page inside the desktop application.