 Its county seat is Spencer.Its name is in honor of Henry Clay, Jr., a colonel who died in action in the Mexican–American War, and son of Henry Clay, famous American statesman from Kentucky.Clay County comprises the Spencer, IA Micropolitan Statistical Area.