This is entirely personal preference. Some people, like myself, prefer egg noodles, but I’ve had chicken soup with orzo, ditalini, pastini, fideo (spanish-style noodles), vermicelli, etc. Use whatever pasta makes you happy, or whatever you have in the cupboard. There really isn’t a wrong answer here, as long as you like it.