The founding families of Maple were the Noble and the Rupert families. The Nobles settled around the present Major Mackenzie Drive and Keele Street intersection in the early half of the 19th century. In 1852 the town was called Noble’s Corner after Joseph Noble, the first Postmaster. Later, a Doctor Rupert lived in Maple and was such a respected member of the community that the town’s name was changed to Rupertsville. Local folklore associates the name "Maple" with the numerous maple trees once found along Keele Street in the town. Maple was dominated for most of the 19th century by the more prosperous towns of Sherwood and Teston. Keele Street was then a boggy swamp area that forced most travelers to take alternate routes. Once the Ontario, Huron, and Simcoe Railway built a line through Maple, the town began to grow. The station was then called Richmond Hill. The Canadian National Railway bought the line in early 1900 and the station was renamed Maple.