I wondered about that. Is there a reason that 20 amp outlets and plugs
aren't more common?

There is very little that actually requires the NEMA 5-20 and some things that
do, cheat. The code is very permissive about allowing 5-15s on 20a circuits but
just be sure to buy the spec grade or better, not the 43 cent one.