In a growing row with the sports world, Mr Trump insisted that players who failed to stand during the national anthem should be fired or suspended.
Sunday's protests are the largest of their kind since they began last year.
Players have been protesting at racial injustice and police violence.
New England Patriots quarterback Tom Brady joined his teammates in Foxborough, Massachusetts, as they locked arms while several others decided to kneel before facing the Houston Texans.
