This presentation explores a variable-order fractional framework for linear viscoelasticity. By employing the Scarpi derivative, we highlight how this approach generalizes classical constitutive models and captures evolving memory effects in materials. The formulation offers a flexible and physically meaningful tool for describing complex relaxation behaviors beyond constant-order paradigms.