Background The pineal product melatonin (MEL) modulates blood vessels through G protein-coupled receptors (GPCRs) called melatonin type 1 receptor (MT1R) and melatonin type 2 receptor (MT2R), in that order. The renin-angiotensin system (RAS), which breaks down angiotensin II (Ang II) to create Ang 1–7, is thought to be mostly controlled by angiotensin-converting enzyme-2 (ACE2). Aim The current work examines the involvement of ACE2 inhibitor, MEL, and ramelteon (RAM) in the vascular response to Ang II activities in the endothelial denuded (E-) and intact (E+) rat isolated thoracic aortic rings. Method The isometric tension was measured to evaluate the vascular Ang II contractility using dose response curve (DRC). Results MEL and RAM caused a rightward shift of Ang II in endothelium E + and endothelium E- aorta. Conclusion According to the current study, the distribution of MEL receptors and the endothelium’s condition are related to the vasomodulatory effect of MEL and ACE2 on Ang II attenuation. These physiological interactions can control vascular tone and increase Ang II reactivity denude endothelial layaer.