Amlodipine, a dihydropyridine calcium channel blocker, acts by inhibiting calcium ion influx into vascular smooth muscle and neuronal cells, potentially reducing the vasospasm and neurogenic inflammation associated with cluster headaches. Its vasodilatory properties may help mitigate the intense vascular component of cluster headache pathophysiology, though its primary indication is for hypertension management rather than headache treatment.