Montgomery D. Corse was born in Alexandria, Virginia in 1816, the eldest son of John and Julia Corse. He attended Major Bradley Lowe's military school at Colross and Benjamin Hallowell's school on Washington Street. As a young boy he witnessed Lafayette's 1825 visit to Alexandria and participated in the inauguration of President Andrew Jackson in 1829.