Jordan was historically called Midway and Harmon's Switch. The present name is after the Jordan River.
Jordan was hit by a massive tornado on June 13, 1976. The tornado was rated an F5 by the National Weather Service, and the National Climate Data Center indicated that the damage path of the tornado was roughly 880 yards (800 m) or one-half mile (0.8 km) wide and 21 miles (34 km) long. The tornado destroyed virtually every house and business building in the community, but all residents survived. The tornado was accompanied by an F-3 anticyclonic tornado two miles to the southeast. On unusual aspect of the F5 cyclonic tornado and F3 anticyclone tornado was the simultaneous right turn made by each.  Dr. Ted Fujita, the originator of the Fujita tornado intensity scale, said the tornado which hit Jordan was one of the most intense and destructive he had ever studied.