Cumberland Furnace is an unincorporated community in Dickson County, Tennessee, United States. Cumberland Furnace is served by a U.S. Post Office, ZIP Code 37051. General James Robertson purchased the land now known as Cumberland Furnace in 1793 and constructed the first furnace.