Atoka is a city in and the county seat of Atoka County, Oklahoma, United States. The population was 3,195 as of the 2020 Census, a 2.4% increase over the 3,107 reported at the 2010 census, which was itself an increase of 4.0 percent from the figure of 2,988 in 2000.