If the electric flux through a closed surface is zero, is the electric field necessarily zero at all ...?

No. 

Consider a charge outside a spherical Gaussian surface, Now the flux through this surface due to this charge is zero, as q_enc=0

But definitely we know that the electric field near the charge is never zero.