There wasn't as of last week, so unless I missed one, SP3 is still it. And yes, you can apply SP3 on a clean SBS box without doing any intermediate steps.
You can also run Windows Update and check the "other microsoft products" checkbox after you install SP3 and it'll catch any update rollups that may have surfaced. UR's are on MU. SPs aren't. With that said, I do *not* recommend turning on automatic updates. But manually checking is a perfectly normal practice.