Melrose, KansasMelrose is an unincorporated community in Neosho Township of Cherokee County, Kansas, United States, and has an elevation of. It contains one church, the Melrose United Methodist Church.HistoryA post office was opened in Melrose in 1877, and remained in operation until it was discontinued in 1905.