Hosting the site cost nothing. Using $7/mo Heroku server for API with HTTPS and custom domain. Firebase can quickly start to cost money. Domain around $32/year. So it definitely does cost money to run, but not much at all.
Or if you're using Firebase as a convenient interface for adding new quotes, the app could update its internal cache of quotes once a day, without having to pay Firebase for each API call.