Gypsy is a census-designated place in Harrison County, West Virginia, USA. As of the 2010 census, its population was 328.A post office called Gypsy has been in operation since 1900. The community was named for a band of gypsies which once camped in the area, according to local history. Gypsy was located on the Baltimore and Ohio Railroad.