Rock Creek Township is a township in Jefferson County, Kansas, United States.

Rock Creek Township covers an area of 54.68 square miles (141.62 square kilometers); of this, 0.5 square miles (1.3 square kilometers) or 0.92 percent is water.

The streams of Claywell Creek, Rock Creek and Tick Creek run through this township.

(This list is based on USGS data and may include former settlements.)

This article about a location in Jefferson County, Kansas is a stub.