Melrose is a community in Monroe County, Iowa, United States. The population was 110 at the time of the 2020 census. Melrose is known as Iowa's "Little Ireland". As such, the majority of the 110 population are Irish Catholics. Melrose is part of Iowa’s 3rd congressional district.