You could rig up a harmonica holder to hold it for you. However, you're still going to have a few problems:
1. You will look like a (bigger) dork.
2. You will still be covered in ash in cinders.
3. Your cigar won't burn well at all.
I've tried it (smoking and riding, not the harmonica holder...