I've just become acquainted with
www.serrv.org - a nonprofit source of fair trade goods from numerous developing countries. (36 countries as of last Christmas.) I have a copy of their catalog from last Christmas season. "Sustainable Fair Trade Crafts and Foods to Change Our Lives" seems to be the motto. They have a Facebook page, which you can "like" to keep up with their news.
For the people involved with the "crafts project" for Mirembe CC, I noticed that Serrv does offer goods from Uganda, which come from a project or co-op called NAWOU Uganda.