you can buy male scrubs online but I don't know that I've ever seen scrubs that weren't v neck scrubs.
I'm pretty sure you're either looking at women's scrubs, or unisex scrubs.
Just did a google search for mens scrub tops
and all I can come up with are V neck scrubs.
I'd just try wearing a white T shirt under my scrub top.