A user opens the browser and types the IP address of the web server on which a website is hosted. Is DNS protocol involved during the scenario?

The DNS protocol is used to resolve the website name into the corresponding IP address. In this case, since the IP address is already known, DNS protocol is not required and is not involved in the scenario.