Edit: I think I found it -- generally referred to as keyservers? Here is a stackexchange post:
http://superuser.com/questions/227991/where-to-upload-pgp-pu...
Can someone please give examples of key-exchange services or server applications? I am getting a bunch of Microsoft exchange results when I try to google it.