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In recent decades, Carbon Capture, Utilization, and Storage (CCUS) has revolutionized the way numerous technologies, such as the oil and gas industries, have transitioned to provide sustainable solutions to reduce carbon emissions. This issue is of importance in relation to the United Nations Sustainable Development Goals (SDGs). In this study, we propose a multi-criteria decision-making (MCDM) framework to assess and compare the key criteria for selecting CCUS technologies. We proposed the technique of order of preference by similarity to ideal solution (TOPSIS) and the analytic hierarchy process (AHP) to rank CCUS technologies based on different criteria. Therefore, it was concluded that Cryogenic technology can be an essential technique among others, while in the TOPSIS method, Adsorption and Absorption technology ranked first.