Mullett married Mary Evans (born c.1743), daughter of Hugh Evans and sister of Caleb Evans the Bristol minister. She died in October 1800. She was connected to the London Baptist minister Timothy Thomas, son of Joshua Thomas, who married her half-sister Sarah. After her death, Thomas Mullett and his son-in-law became Unitarians, in the Worship Street congregation of John Evans (1767–1827).
