Grace College (formerly Joseph Swan School, then Joseph Swan Academy) is a mixed secondary school with academy status situated in south Gateshead, England which educates pupils ages 11–18.

The school was originally named after the English physicist and chemist, Sir Joseph Wilson Swan.

The Breckenbeds site was redeveloped to provide additional capacity for 14-18 year old pupils that had previously studied at the defunct Heathfield Senior High School.

As of March 2007 the school has an operative Royal Artillery detachment part of Durham Army Cadet Force.

In April 2019, Joseph Swan Academy joined the Emmanuel Schools Foundation.