No, you add more calories if you're active. The USDA has a breakdown by age, gender, and activity level [0]. 2400 calories is recommended for an adult sedentary male between 21 and 40.
Sedentary is now the norm in the developed world, so it would be weird to use active as the baseline for health recommendations.