Our Lady of Mercy School is a Catholic elementary school serving students from pre-kindergarten through eighth grade. Located on an estate-like setting on Long Island Sound, the school is sponsored by the St. Margaret Church parish in Madison and St. George Church parish in Guilford. Accredited by the New England Association of Schools and Colleges, OLM offers a traditional core curriculum, foreign languages, health education and training in technology.