The main distinguishing feature of mammals is the presence of mammary glands, which produce milk for feeding their young. This characteristic, combined with other traits such as having hair or fur, three middle ear bones, and specialized teeth, sets mammals apart from other vertebrate groups. Most mammals are also warm-blooded and have a more complex brain structure, allowing for higher cognitive functions.