His remains were buried in the cathedral of Santa Marta.
Bolivarjev ded, Juan de Bolívar y Martínez de Villegas, je leta 1728 benediktinskemu samostanu Svete Marije Montserratske doniral 22 000 dukatov za plemiški naziv, ki ga je odobril kralj Filip V. Španski.