Yes, the Mersenne primes do indeed extend to infinity. That is due to the simple fact that perfect numbers (for which they are intimately connected to) are also known to be infinite in number.
I tried some flavors of primes but you'd think the most intuitive one by a magnitude would be listed on the Wiki for proofs.