In this paper, a numerical approach is developed for solving initial value problem of linear fractional Volterra integro-differential equations. The approximate solution is substituted into the model equation and then collocated using shifted Chebyshev polynomial and Standard collocation points to obtain a system of linear algebraic equations, which is then solved by Newton-Rapson's method. Several numerical examples were solved to demonstrate the accuracy, reliability and efficiency of the method.