In this article, we study the asymptotic behavior of a nonlocal semilinear degenerate heat equation with degenerate past history in a bounded domain. We approximate the degenerate heat equation obtained after the Dafermos transformation with a non-degenerate equation to obtain the existence, uniqueness, and regularity of the solutions of the equation. Then, we obtain the existence of the global attractor of the original equation.