Winchester is a home rule-class city in and the county seat of Clark County, Kentucky, United States. The population was 18,368 at the 2010 census. It is part of the Lexington-Fayette, KY Metropolitan Statistical Area. Winchester is located roughly halfway between Louisville and Ashland.