Furnace Creek is a stream in Washington County in the U.S. state of Missouri. It is a tributary of the Big River.
The stream headwaters are at about five miles south of Potosi and the stream flows south to southeast to its confluence with the Big River is at adjacent to Missouri Route 21 three miles north of Caledonia.
Furnace Creek was named for a blast furnace near its course.