I find here that if the moment generating function of a random variable has positive radius of convergence, then that random variable is determined by its moments. So does there exist a continuous probability distribution on $\mathbb R$ such that all of its moments are equal?
It is a bit tricky because saying that random variable is determined by its moments is not the same as saying that given any sequence of moments a random variable can be found.