BirkenSocks. Yes. Regularly. And with leggings when I'm going to yoga.
As another poster said, you should wear nice socks which are a different colour to the Birkenstocks themselves.
It rains so much in the summer in China that if I didn't wear socks with my Birkies in the autumn, I'd never get to wear them.