The answer to this question depends entirely on what you mean by the word "classical".
The theory that you're referring to - in which you leave the action for scalar QED unchanged but simply postulate that it's strictly extremized, with no off-shell contributions to a path integral - is known as Maxwell-Klein-Gordon theory (sometimes ordered "Klein-Gordon-Maxwell theory"). You are correct that the Aharonov-Bohm effect can be explained solely within MKG theory. The question is, is MKG theory "purely classical"?
Formally and mathematically, yes. MKG theory is defined solely by a deterministic system of coupled PDEs of motion. There is no Hilbert space, no superpositions (beyond those in ordinary wave mechanics), no inner product, no Born statistics, no Schrodinger equation, no exponentially large configuration space (it's just $\mathbb{R}^4$), no bosonic or fermionic statistics, no Bell inequality violations, etc. So as you are conceptualizing your question, I believe that the answer is "yes".
However, MKG theory is not what people are usually referring to when they talk about "classical electromagnetism". "Classical EM" usually refers to the theory where continuum electromagnetic fields that evolve according to Maxwell's equations are coupled either to point-particle charges, or to a continuum approximation of many such charges that is represented by a real-valued charge distribution $\rho$, and gauge transformations only affect the EM four-potential $A_\mu$. By contrast, in MKG theory the matter source fields are represented by a complex scalar field $\varphi$ (or in an isomorphic representation, a pair of real scalar fields) that transforms nontrivially under gauge transformations.
In MKG theory, the full Lagrangian (including the matter fields) is identically invariant under gauge transformations, whereas in classical EM it is not, although the action is gauge-invariant if the equations of motion are obeyed. (This subtle distiction is closely related to Noether's first and second theorems.)
So at one level, the answer simply boils down to semantics. However, I personally would describe MKG theory as "semiclassical" rather than classical. That's because physically, it represents a simplified version of scalar quantum electrodynamics, and the complex phase degree of freedom is a remnant of the fundamentally quantum nature of the electron field. (It's worth noting that historically, I believe Maxwell-Klein-Gordon theory was developed after QED, and long after Maxwell's equations and fully classical EM.) It's difficult to see how you would actually perform electron interferometry and detect the phase shift predicted by the Aharonov-Bohm effect in a purely classical context, although I guess that depends on just how you define "classical". It just depends on exactly where you choose to draw the line between a "classical" theory and a "semiclassical/quantum" one.