My Minecraft skin overlay shows in singleplayer, but not in servers?

So I think the title says it all. Everything in the Skin Customization is on and all, but why does the overlay only show in singleplayer? The first layer of the skin will still show in servers, but as I said, not the overlay, which the skin looks really dumb without.