According to the latest data, the cancer prevalence fraction has surged to the highest number. This is why cancer has become a prominent disease that must be seen as a serious issue. Inhibitory action and ideas become prominent and necessary because of the rising death incidence daily. The simplifying idea of inhibition of cancer is targeting the complex that forms between the tyrosine kinase and ATP, which ultimately provides a clear way. Tyrosine kinase is a proteinaceous enzyme responsible for various cellular events like cell development, growth, and division. But these functions are performed by the activated tyrosine kinase, and the activation occurs by phosphorylation using ATP. The transfer of the phosphate group from ATP to tyrosine is known as phosphorylation. The basic idea is to enhance the competitive inhibition of the ATP-Tyrosine complex is a promising target for treating cancer. Various molecules have a substantial effect on the above-said target. This review summarizes molecules currently in any drug development or clinical trial with the same effect. This review covers most inhibitory molecules from different categories, which either directly or indirectly inhibit the Tyrosin kinase-ATP complex by incorporating.