Horseshoe Slough is a stream located in Buchanan County, Missouri. It appears on the Atchison East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 793.62 feet (241.90 m) above sea level. The nearest populated place is Rushville, approximately 1.2 miles to the SE.