This paper evaluates the problem of medical debt in Kenya during the COVID-19 pandemic. The medical debt problem is compounded during pandemics such as COVID-19 when patients seek treatment and end up in insurmountable debt because illnesses related to the pandemic are not covered by the Kenyan National Health Insurance Fund (NHIF), the public health coverage body under government control. As a result, discharged patients may be detained in hospitals and dead bodies are locked away in mortuaries, until relatives and friends fundraise and clear the bills. Apart from causing vulnerability, fear, and emotional stress among the poor, this practice leads to a growing lack of trust in the healthcare system, with patients deliberately avoiding hospitals whenever they suspect they have COVID-19. The resulting vicious cycle makes healthcare more inaccessible by limiting the choices that people may have. User fees, which were introduced in all public health facilities by the Kenyan government as part of a World Bank prescription for cost-sharing, normally affect more women than men. Although Kenya has implemented a general waiver system in public hospitals for those who cannot pay their medical bills, the process of obtaining this waiver can be burdensome, demeaning, and dangerous for the health of the patients. This undermines the government’s commitment to the provision of equitable and affordable health care for the citizens. In this article, the problem of medical debt in Kenya is addressed as a multi-faceted problem drawing on issues of justice and fairness, human dignity, good governance, the interplay between global and local policies, as well as politics and law. It argues that it is in the best interest of Kenya and other African countries to ensure that public health coverage covers pandemics so that the majority poor can afford and access healthcare.