Cytotoxic agents are substances that specifically target and kill rapidly dividing cells, making them essential in cancer treatment but also potentially harmful to normal cells. They work through various mechanisms such as damaging DNA, inhibiting cell division, or disrupting cellular metabolism, and are used in chemotherapy regimens to shrink tumors and control cancer spread.