Hm. I was about to suggest Cost Plus World Market, but it seems that their nearest locations to you are in Kansas City and Independence. And they don't carry the good stuff online.

Shame you don't have one more convenient, since they carry (at the one near me) all that sort of stuff. They even stock digestives and (canned) spotted dick!

If possible, I'd strongly suggest simply sending money and a list along.