Fannettsburg is an unincorporated town in Metal Township, Franklin County, Pennsylvania, United States.Fannettsburg was platted in 1790, and named after Fannett Township. A post office called Fannettsburg was established in 1809, the name was changed to Fannettsburgh in 1827, and name restored to Fannettsburg in 1892.