Yes, the cleaner the glass on your lens, the cleaner your pictures will turn out.
Next time, try partially blocking the sun with the foreground subject. It will help both the subject and the starburst be more crisp.
Also, when you’re in the outdoors like this on a bright sunny day, manually control your ISO to be as low as possible (like 100).