 Annelly was named by a railroad employee for his wife Ann and daughter Ellie.A post office existed in Annelly from August 25, 1885, to December 31, 1921.In 1910, Annelly, (population 25) had a money order post office, a station on the Missouri Pacific Railroad, a grain elevator, a hotel, and a general store.