Once the mirror is mounted you won't see them will you? Just get two sets so they match. POSSIBLY the orange store or Lowes. You could always shop online. ALSO sometimes old fashioned hardware stores (if you can find them) can be treasure troves of obscure hardware.
Bring one with you and head out, young man. And THANK you for being an awesome hubby.