Rock Creek Township is a township in Butler County, Kansas, United States. As of the 2000 census, its population was 299.
Rock Creek Township was created in 1872.
Rock Creek Township covers an area of and contains no incorporated settlements. According to the USGS, it contains one cemetery, McCabe.
The streams of Chigger Creek and Swisher Branch run through this township.