Patients in historically underserved communities are most vulnerable to uncontrolled chronic conditions and report a lack of health knowledge to manage them. This report aims to describe the development of SMART MEDS, a pharmacy-led program implemented to address health literacy disparities among medically and socially vulnerable patients.