do it if you want. but as Cromulent said it will result in lower quality audio as it is re-encoding an already lossy format (original CD audio was lossless).
i did it ages ago when i was less knowledable on this matter. sure my library went down in size but i then realised it sounds shiat compared to my newer >192kbps mp3s.