This review synthesizes the latest PubMed-indexed evidence on Astragalus membranaceus, highlighting its immunomodulatory, renal-protective, cardiovascular, and neuroprotective effects, its synergistic potential with conventional drugs, and prospective indications for chronic kidney disease, heart failure, diabetic complications, and cancer adjunctive therapy.