You can launch chrome with

  google-chrome --app="http://app.com"

And get a frameless window.

Firefox used to have something like this, but it doesn't appear to work anymore. You can do

  firefox -chrome "file:///some/local/file.html" 

But obviously that's not quite the same, and I believe is limited to local files.