Geary County is a county located in the U.S. state of Kansas. Its county seat and most populous city is Junction City. As of the 2020 census, the county population was 36,739. The county is named in honor of John Geary, the first mayor of San Francisco, a governor of the Kansas Territory, and the 16th governor of Pennsylvania.