In this study, we aim to solve a class of linear third-kind Volterra integral equations. The Chelyshkov polynomials via spectral galerkin method are employed to reduce the considered integral equation to a linear algebraic system. To demonstrate the accuracy and efficiency of the introduced method, an illustrative example is provided.