Antipsychotics, such as haloperidol, act by blocking dopamine D2 receptors, which can modulate pain perception and neurovascular inflammation associated with Cluster Headache. Their mechanism involves reducing neurotransmitter signaling in the hypothalamic and trigeminal systems, potentially interrupting the pathophysiological cascade that triggers these severe headaches.