Lake Creek, Missouri  Lake Creek is an unincorporated community in Benton County, Missouri, United States. Lake Creek is located along Supplemental Route JJ, northeast of Cole Camp. Lake Creek takes its name from a stream which once had sloughs and small lakes located along it.