The expansion of a modular graph function on a torus of modulus $tau$ near the cusp is given by a Laurent polynomial in $y= pi Im (tau)$ with coefficients that are rational multiples of single-valued multiple zeta-values, apart from the leading term whose coefficient is rational and exponentially suppressed terms. We prove that the coefficients of the non-leading terms in the Laurent polynomial of the modular graph function $D_N(tau)$ associated with a melon graph is free of irreducible multiple zeta-values and can be written as a polynomial in odd zeta-values with rational coefficients for arbitrary $N geq 0$. The proof proceeds by expressing a generating function for $D_N(tau)$ in terms of an integral over the Virasoro-Shapiro closed-string tree amplitude.