Lost Creek is a stream in DeKalb and Gentry counties in the U.S. state of Missouri.It is a tributary of Grindstone Creek.
The stream headwaters are at and the confluence with Grindstone Creek is at .
According to tradition, the creek was named for an incident when a party of soldiers were lost during a blizzard near the creek.