Calloway County is a county in the US state of Kentucky. In the 2000 census the county had a population of 35,421 inhabitants. The county seat is Murray. The county was formed in 1823 from a portion of Hickman County. It was named in honor of Richard Callaway, one of the founders of Boonesborough.