Marie Auguste of Thurn and Taxis was born on 11 August 1706 as the daughter of Anselm Franz, 2nd Prince of Thurn and Taxis and his wife Maria Ludovika Anna Franziska, Princess of Lobkowicz. She grew up in the Austrian Netherlands until the family moved back to Frankfurt.