Can I use my mobile browser for calling?

The short answer is yes.

But there is are cavaets: Although modern mobile browsers on iOS and Android phones are capabale of nearly the same thing as desktop and laptop browsers, they differ in fundamental ways such as subject to restrictions by the phone itself, such as power usage and security settings. (Read more about WebRTC mobile browser limitations.)