Looking to play both tuba and trumpet
 

I am looking to play tuba in addition to trumpet. I have played trumpet for a very long time, but tuba is a lot of fun. Are there any recommendations as to how to do this, because the mouthpieces are very different. I may sound crazy, but do they make a mouthpiece that makes it easy to play both instruments?