The medial rectus muscle is one of the six extraocular muscles responsible for controlling eye movements, specifically enabling adduction, or the inward movement of the eye towards the nose. It is innervated by the oculomotor nerve (cranial nerve III) and plays a crucial role in coordinated binocular vision and depth perception.