Details of Anthony's birth are not known.

Anthony married Rebeccah Greenhough on Thursday 17 January 1704 in Kniveton, Derbyshire.

He had the following children from his marriage to Rebeccah Greenhough:

- Henry Fearn

born around 1705.

Details of Anthony's occupation are not known.