After the FF57-calypse, I found this extension to copy url with html format. It does what I need, it works perfectly and even has extra functionality. It can only be better if there were a couple of extra options, like the chance to add target="_blank" or that the text in the title field remain the same as the text of the link. Besides this minor things, it is great.