Stroke is a disease that seriously affects the quality of life of patients. Its main characteristics are that the incidence rate is increasing year by year, the risk of death is high, and the prognosis of the disease is poor. For patients with acute cerebral artery occlusive ischemic stroke, intravenous thrombolysis alone has a low recanalization rate and poor long-term prognosis. With the development of interventional treatment technology for cerebrovascular disease, intravascular interventional treatment methods such as arterial thrombolysis, stent placement, and mechanical thrombectomy are more and more applied in the ultra-early stage of acute ischemic stroke. This article reviews the progress of mechanical thrombectomy in the treatment of cerebral artery occlusion in patients with acute ischemic stroke.