Blue Creek is a stream located in Otter Tail County, Minnesota. It appears on the New York Mills East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,373.85 feet (418.75 m) above sea level. The nearest populated place is Topelius (historical), approximately 2.8 miles to the S.