According to the State Historical Society of Missouri, Horse Fork may have been named for a horse-powered gristmill near its banks.[2] The source is in the center-north of Clinton County, about 2.5 miles northeast of the extinct town of Delaney. The stream runs southerly, passes east just outside of Plattsburg, and joins the Little Tarkio River.