Harmony Township is a township located in Warren County in the U.S. state of New Jersey. As of the 2020 United States census, the township's population was 2,503, a decrease of 164 from the 2010 census count of 2,667, which in turn reflected a decline of 62 from the 2,729 counted in the 2000 census.