The Model-View Matrix is a crucial component in computer graphics that combines model transformations and view transformations into a single matrix, enabling the efficient rendering of 3D scenes onto a 2D screen. It allows for the positioning and orientation of objects in a scene relative to a camera's viewpoint, facilitating the seamless transition from object space to camera space.