Gypsum Creek township is located in McPherson County, Kansas. Gypsum Creek township has a 2026 population of 171. Gypsum Creek township is currently declining at a rate of 0% annually and its population has increased by 1.79% since the most recent census, which recorded a population of 168 in 2020.