Inotropic agents can be classified as positive or negative, depending on their effects on cardiac contractility. Positive inotropes, such as digoxin, dopamine, and dobutamine, increase the strength of the heart's contraction, improving cardiac output. Negative inotropes, like beta-blockers and calcium channel blockers, decrease the heart's contractility, which can be beneficial in conditions where reduced cardiac workload is desired.