The blood supply to the femoral neck is primarily provided by the medial and lateral circumflex femoral arteries, which are branches of the profunda femoris artery. Disruption of this blood supply, often due to fractures, can lead to avascular necrosis of the femoral head, a serious orthopedic condition.