Deer Creek is a stream in St. Louis County the U.S. state of Missouri. It is a tributary of the River des Peres.
The stream headwaters arise at and it flows to the southeast to its confluence with the River des Peres at . just within the St. Louis city limits.
Deer Creek was so named due to the presence of deer in the area. Fourteen previously-unnamed tributary streams were named in 2010.