This is a pretty small and mostly importantly, relatively static database. Why not cache it locally rather than access as a web service.

That being said, zip+4 is a bigger DB. Although, I have heard those last four digits are meaningless.

http://en.wikipedia.org/wiki/Newman_%28Seinfeld%29