The Taipei City Hospital initiated the curbside pickup services to provide second and third refill prescriptions in response to the Coronavirus disease 2019 (COVID-19) pandemic to reduce the risk of aggregation and nosocomial infections, which may lead to community spread of the virus. This article aimed to document the patient-centered pharmacy services provided by the Taipei City Hospital during the COVID-19 pandemic and explored the effective model for refill prescriptions. The results showed that proper location, arrangement, and standard operating procedure were required to achieve quality curbside or drive-through pharmacy services. We plan to implement the humanistic oriented convenient refill prescriptions services after the pandemic.