Meara was born in Brooklyn, New York. She is the daughter of Irish immigrant parents, Mary (née Dempsey) and Edward Joseph Meara, a lawyer. Meara was raised in Roman Catholicism, and converted to Reform Judaism six years after marrying Stiller.