Scroll saws are primarily used for making precise and intricate cuts in wood, as well as other materials like plastic, brass, and copper. They excel at creating curves, angles, and detailed patterns, making them ideal for tasks like cutting out shapes for art, furniture, musical instruments, and decorative items.