Carbon dioxide (CO2) capture has been the most crucial research issue due to the dangerous impact of carbon dioxide emissions on global warming and climate change. In recent decades, a new absorption technology has been used to get rid of carbon dioxide. This procedure is getting tremendous attention being applied to improve CO2 uptake by using nanofluids. However, other studies are needed to enhance the nanofluid absorption/desorption rate and decrease the requirements of energy through the desorption process. This research aimed to study the influence of addition nanoparticles by determining the enhancement factor of the absorption/desorption rate of carbon dioxide. All nanofluids used in this study prepared by adding nanoparticles with ultrasound treatment without surfactants. The influence of adding nanoparticles to the binding organic liquids (BOL) of monoethanolamine (MEA) and ethanol on the absorption/desorption of CO2 was studied experimentally in a stirring reactor. The nanoparticles of Al2O3, Fe2O3, and SiO2 were selected, which showed different properties for the investigation. The effect of volume percentage of nanoparticles, type of nanoparticles, and stirring speed on the rate of CO2 absorption and the impact of volume percentage of nanoparticles and type of nanoparticles on the CO2 desorption rate were studied. It has been found that nanoparticles suspended in BOL are a good absorbent in the current MEA infrastructure due to their less corrosive nature and lower energy requirements for regeneration than the current MEA. In this work, carbon dioxide absorption was improved by 11% and carbon dioxide absorption increased by 8.5% from BOL alone. The alumina nanofluid at a concentration of 0.05 absorbed the highest carbon dioxide by 0.061 g/s. In contrast, the iron oxide nano particles at a concentration of 0.01 volume% absorbed the most elevated carbon dioxide of 0.0077 g/s.