Is taking weight gainer supplements safe?

It depends entirely on what those supplements contain. It is not safe to take hormones that put on weight or that even put on muscle, such as anabolic steroids. These are not safe. Simple vitamin or protein supplements might be safe. But it depends on what is in them.