Sugar Creek is a city located in Jackson County, Missouri. Sugar Creek has a 2026 population of 3,223. Sugar Creek is currently growing at a rate of 0.37% annually but its population has decreased by -2.54% since the most recent census, which recorded a population of 3,307 in 2020.