You could say that the Poisson distribution of parameter is the distribution of the sum of i.i.d. Poisson(1) random variables, and therefore simply apply the CLT.

Or you compute the limit of the mgf: the exponent in the mgf is , i.e. its limit is therefore you get that the limit of the mgf is .