ex) Authenticate users on their desktop app from a server.
Questions about server: Do I have to use Tomcat ? Are there any other solutions ? could I even use Apache ?
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You need some way in your Java app to download the pages at specific given URLs.
(taken from How do you Programmatically Download a Webpage in Java)
After that, it seems to me that any web server that will accept URLs with arguments will work, with a script on the server (any language) to accept requests. All you need is a response, and to maintain the session on the server.
Example: http://myserver.com/myscript.php?action=login&username=blah&password=blah would return a page saying if the action succeeded or not, and you would parse this.