Harcourt was born at Nuneham Courtenay, Oxfordshire, the only surviving son of politician Sir William Vernon Harcourt and his first wife Theresa Lister.
He inherited the lordships of the manor of Stanton Harcourt, Nuneham Courtenay, North Hinksey, Coggs, Northmoor and Shifford in Oxfordshire.