Atkinson Mills is a census-designated place located in Wayne Township, Mifflin County in the state of Pennsylvania, United States. It is located along U.S. Route 522 in southern Mifflin County, between the boroughs of Mount Union and McVeytown. As of the 2020 census, Atkinson Mills had a population of 152.