Middle Village, Wisconsin. Middle Village is a census-designated place (CDP), in the towns of Menominee and Red Springs, in Menominee and Shawano counties in the U.S. state of Wisconsin. It does not have any legal status as an incorporated municipality. The population was 281 at the 2010 census.