App availability on Apple TV

I was wondering why not all of the game apps that I have purchased on my iPhone don’t appear on Apple TV for download? Is there a compatibility issue, or do developers need to allow access on Apple TV?

I was hoping to use Apple TV to play some of these games on the TV with a remote for ease of play and having a large screen.