De la Puerta is a Spanish surname. Notable people with the surname include:

Mariano García de la Puerta (1907–?), Spanish footballer Sebastián Calvo de la Puerta (1751–1820), Spanish nobleman and soldier

See also La Puerta Real Club de la Puerta de Hierro, a private country club based in Madrid