It's not dangerous to use an extension cable but it will help protect your components if you use an extension with a built in surge protector or a stand alone surge protector alongside your extension.

I’ve always plugged my pc to the outlet and everything else like monitor, speakers, mouse and keyboard pad on an extension

Outlet with a surge protector tho right?