Calloway County is a county located on the southwest border of the U.S. Commonwealth of Kentucky. As of the 2020 census, the population was 37,103. Its county seat is Murray. The county was founded in November 1822 and named for Colonel Richard Callaway, one of the founders of Boonesborough. Calloway County comprises the Murray, KY Micropolitan Statistical Area.