O'Leary is a village located in Prince County, Prince Edward Island. Its population in the 2021 Canadian Census was 876 people. O'Leary was incorporated as a village in 1951. The village is named after Michael O'Leary, an Irish settler who arrived in Prince Edward Island in 1837.