Wolfe County is a county located in the U.S. state of Kentucky. As of the 2020 census, the population was 6,562. Its county seat is Campton. The county is named for Nathaniel Wolfe.

Swift's silver mine is an alleged silver mine whose existence is part of the folklore of the Appalachian Mountains. The mine was supposedly discovered in 1760 by an Englishman named Jonathan Swift. The uncertainty of its location is part of the folklore of its existence, with locations ascribed to eastern Kentucky, southwest Virginia or eastern Tennessee.