Belton is an unincorporated community located in Muhlenberg County, Kentucky, United States.Belton was formerly called Yost; the original name was in honor of a local family, and the present name is also local in origin, for the Bell family. A post office called Yost was established in 1883, and the name was changed to Belton in 1926.