In this paper, we present two infinite-dimensional Kolmogorov theorems based on non-resonant frequencies of Bourgain’s Diophantine type or even weaker conditions. To be more precise, under a Legendre-type nondegeneracy condition for an infinite-dimensional Hamiltonian system, we prove the persistence of a full-dimensional KAM torus with a universally prescribed frequency independent of any spectral asymptotics. As an application, we prove that for a class of perturbed networks with weakly coupled oscillators described by or even for more general perturbed networks, frequency-preserving almost periodic breathers do persist, provided that the local potential and the coupling potential satisfy certain assumptions. In particular, this yields the first frequency-preserving result for the Aubry–MacKay conjecture [MA94,Aub95].

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