Abstract We prove a mean field limit, law of large numbers and central limit theorem for system point vortices on the 2D torus at equilibrium with positive temperature. The are formal solutions class equations generalising Euler equations, also known in literature as generalised inviscid SQG. mean-field is steady solution CLT stationary distribution equations.