Meysey-Thompson was born at Kirby Hall, near Great Ouseburn, North Yorkshire, the son of Sir Harry Meysey-Thompson, 1st Baronet and his wife Elizabeth Anne Croft, daughter of Sir John Croft, 1st Baronet. His brothers, Albert and Charles won the FA Cup with the Wanderers in 1872 and 1873 respectively.