Depending on the date of your stay, you might catch one of the summer festivals:

https://www.japan-talk.com/jt/new/ha...-super-yosakoi

I would advocate doing without a guide. I think most of the people who participate in this forum have had a great time discovering Tokyo without the need for a guide.