Not in short supply - just the opposite. The prices have dropped because tourists (hence restaurants) are not indulging. Lobstermen are threatening a strike to create need and price increases.
Even at $2.69/lb, lobster is dear. It is mostly shell and waste. Many lobstermen will not survive this season and it is getting ugly.