Thanks for all the suggestions everyone. Someone let me know that there's two small shops in Frederick that have a variety of teas. I know it's not 'in the area', but we regularly head that way, so I'll be checking them out.

Viola! is one, the other is Shab Row Tea Emporium. Both small businesses.