Why is my tattoo peeling, cracking and color falling off?

That sounds totally normal. The colour comes out in the scabs and always looks a bit dull underneath for a week or so but give it time and that colour will brighten up again. As long as you aren't picking at it then it should be fine. If some of the colour of the tattoo does come out a bit most good tattoo places do touch ups for free.