Rock Creek Township is a township in Coffey County, Kansas, United States. As of the 2020 census, its population was 914.
Rock Creek Township covers an area of and contains one incorporated settlement, Waverly. According to the USGS, it contains three cemeteries: Pleasant View, Rock Creek and Waverly.
Rock Creek Township contains one airport or landing strip, Schoolcraft Airport.