Solution:
From the jQuery ajax documentation:
error(jqXHR, textStatus, errorThrown)
A function to be called if the request fails. …
On server-side the request has already succeed. Normally the resulting callback will be the success handler, not the error handler.
You should handle the mysql_connect error in the ajax-success handler.