Connecticut Wood Group, in Enfield, CT has just about anything you'd want. You get to pick the piece and they'll mill it to whatever dimensions you want while you watch (or help). Great place, friendly staff and very good prices - and smells good too!
Or, Downes & Reader in Stoughton, MA. Same kind of place.