The novel coronavirus disease has spread uncontrollably all over the world within a short span of time and has affected the development of the world in many ways. All the nations have directed their technical, financial, and political resources towards controlling the COVID-19 pandemic across the world. It is predicted that the impact of this crisis will remain for longer period of time, affecting the livelihood of people and all those activities that were contributing to the development of the nations across the globe. In fact, the most promising and significant seventeen Sustainable Development Goals (SDGs) that were adopted in the year 2015 by the United Nations (UN) Member States addressing various global issues, now seem difficult to be achieved by 2030 due to coronavirus pandemic. However, even though the COVID-19 pandemic might have turmoil effect on the existing growth of the world, still few positive developments may be observed in the long run due to this pandemic. Therefore, this study focuses on identifying and quantifying the impact of COVID-19 pandemic in achieving the UN SDGs. This study brings out both negative as well as positive influences of the pandemic on the environment and energy related SDGs. The study uses Analytic Hierarchy Process (AHP) to calculate the weights of the identified positive and negative influences for each environment and energy related goals. Further, 4–1 ratings are used to identify the severity of the influences on the SDGs. Finally, a score is calculated using weights and ratings that indicates the overall impact of the pandemic on environment and energy related SDGs. The result obtained in the study shows that the pandemic offers an opportunity to develop action plans that can build more environmentally sustainable future.