The area was first settled in 1790 around a feature called Spout Springs. Much of the area was originally swampland. The settlement was named for George Washington's home, Mt. Vernon. The Wilderness Road was routed through in 1792, and was the principal settlement when Rockcastle County was created in 1810. Mount Vernon is part of the RichmondBerea Micropolitan Statistical Area.