 Glenmuir was founded in 1958 by the Rt.Reverend Percival William Gibson, the Bishop of Jamaica, as a private co-educational secondary school of the Anglican Diocese, on a 25-acre site in an upper income residential road in May Pen.The school motto is "Flagrans Veritatis Studio" ("Burning with the Zeal for Truth").