If you're willing to spend $3$5, get ToothFairy.
Not only does it make it much easier to pair with your Mac, but it has a feature to do exactly what you're asking for under Settings » Advanced:
Check that box at the top and voilà!
UPDATE: ToothFairy is now also part of Setapp.