Since the outbreak of COVID-19, telehealth expanded rapidly and was adopted as a substitute for in-person patient and nurse visits. However, no studies have mapped nurse-led telehealth interventions during the pandemic. This study aimed to identify and summarize the strengths and weaknesses of nurse-led telehealth interventions for community-dwelling outpatients during the COVID-19 pandemic. This study used a scoping review methodology and was guided by the Preferred Reporting Items for Systematic Reviews and Meta-analyses Scoping Review Extension. Five electronic databases were searched to find studies published in English peer-reviewed publications between January 2020 and February 2022. A total of 490 articles were retrieved, of which 23 empirical studies were selected based on the inclusion/exclusion criteria. Primary studies from nine countries with a variety of research designs were included. Four strengths and three weaknesses of nurse-led telehealth interventions for patients during COVID-19 were identified. For telehealth services to provide effective, efficient, and quality patient care, future research and nursing practice need to overcome the identified weaknesses of current nurse-led telehealth interventions. More rigorous evidence-based research and updated and standardized guidelines for nurses' telehealth services will help improve the quality of patient care. Nurse managers, leaders, and policymakers can use the findings of this scoping review to refine the current telehealth services system.