Mary was born in 1727 in Otley, Yorkshire and her baptism took place there on November 26th, 1727. Mary's father was Francis Mountaine and her mother was Margaret Dunwell. Her maternal grandfather was Thomas Dunwell. She had two brothers named Francis and Joseph. She was the youngest of the three children.