Background: Globally, measures such as lockdown, quarantining, and physical distancing have been implemented to curb the spread of COVID-19. As the vaccines are now available and reintegration into society is beginning, measures such as vaccine certificates are being implemented around the world.Objective: The objective of the scoping review is to identify the existing digital solutions available globally for COVID-19 vaccine certificates and evaluate them on the basis of purpose and use case, technological architecture, and ethical and legal implications.Methods: We conducted a Google search as well as a search of Embase, Ovid MEDLINE and preprint servers (MedRXIV, BioRXIV). The search terms used were “coronavirus”, “COVID-19”, “SARS COV2”, “immunization passport”, “immunization certificate”, “vaccine certificate”, “vaccination certificate” and “digital”. Articles were included for review if they included any discussion of a digital solution for vaccine certificates and English language. Data was extracted using an electronic data extraction form and included date, location, type of article, source, companies identified, technology used, type of evidence provided, digital architecture, security and privacy measures, and use cases. The articles were categorized based on the following six pre-identified themes: 1) legal, 2) technology, 3) ethics, 4) travel, 5) policy, and 6) science. Results: A total of 70 articles were included in the final analysis. Technology emerged as the most dominant theme, appearing in 58.5% (n=41) articles followed by ethics (n=22, 31%), travel (n=21, 30%), legal concerns (n=10, 14%), public policy (n=9, 13%), and scientific concerns (n=1, 1.5%. Our review identified 8 global solutions that are working towards COVID-19 vaccine certificate, all optimizing blockchain technology. COVID-19 vaccine certificates are being considered in 13 countries and are in place in 3 countries. All the solutions we identified are using blockchain technology.Conclusion: Several countries have implemented or are considering COVID-19 vaccine certificates. Many issues concerning the themes we identified remain to be addressed to facilitate successful implementation.