There are over 1,000 games for sale on Pinside alone right now.
There are plenty of games available. If you are willing to go pre-DMD, there are some great deals to be had.
There are no artificial supply limits, this isn't Nintendo. These are relatively small companies that would love to sell as many games as they can.
The only thing keeping you out of the hobby is yourself.