Kaolin Creek is a stream in northern Iron County in the U.S. state of Missouri. It is a tributary of Ottery Creek.
The stream headwaters arise one-half mile north of Kaolin Township, on the south flank of Johnson Mountain between Banner to the east and Enough to the west at and the stream flows to the south-southeast to its confluence with Ottery Creek at .
Kaolin Creek was named for deposits of kaolin in the area.