This multimethod survey study of 240 uninsured adults at US free clinics found that while respondents demonstrated accurate knowledge of COVID-19 symptoms, most did not perceive themselves to be at risk for the disease. The majority expressed interest in using a proposed mobile health app for COVID-19 information and resources.