Albany is a census-designated place and unincorporated community located in Bryan County, Oklahoma, United States, on State Highway 70E. The post office opened July 10, 1894. The community was named for Albany, New York. The population is 118 from the 2020 census, a decrease from 143 in 2010. The area code is 580.