I prefer lighter colored booties for summer looks, but I say go for it if your climate and comfort level allow.

Me, I can't even. It's too hot and humid here, and I run too warm. I have to peel off even my running shoes and socks the moment I get in the door. My toes will barely be covered all summer long.