Abstract This article investigates the propagation of chaos property for weakly interacting mild solutions to semilinear stochastic partial differential equations whose coefficients might not satisfy Lipschitz conditions. Furthermore, we establish existence and uniqueness results SPDEs with distribution dependent coefficients, so-called McKean–Vlasov SPDEs.