Named in honor of Virginia native Richard Taylor, who donated sixty acres of land in 1799 for a town at forks of Brashear's Creek and Salt River. Taylor operated a grist mill nearby. Town became county seat of Spencer in December 1824. Four of earliest trustees of Taylorsville were Robert Jeffries, George Cravinston, Philip W. Taylor, and Benjamin Bourne.