Woolsey Creek is a stream in Camden and Laclede counties the Ozarks of south central Missouri. Woolsey Creek is a tributary to the Niangua River. The stream enters the Niangua just upstream (south) of Lake Niangua.
The stream headwaters are at and the confluence with the Niangua is at .
Woolsey Creek was named after Daniel Woolsey, a pioneer citizen.