Mineola is an unincorporated community in western Montgomery County, Missouri, United States. It is located about six miles south of Montgomery City on Missouri Supplemental Route J. It is about one mile from Interstate 70. Its post office closed in 1967 and mail now comes from Montgomery City. The community was founded in 1879. According to Ramsay, the name is a Native American-sounding neologism.