Blue Spring, West VirginiaBlue Spring is an unincorporated community in Randolph County, in the U.S. state of West Virginia.HistoryA post office called Blue Spring was established in 1876, the name was changed to Bluespring in 1895, and the post office closed in 1942. The community was named after a nearby spring noted for its blue waters.