Nurses play a pivotal role in labor and delivery by offering continuous support, monitoring the mother and fetus, administering medications, and assisting with pain management. Nurses also help with labor progression through various techniques such as breathing exercises and positioning. They are responsible for recognizing and responding to complications swiftly to ensure the safety of both mother and baby.