Hello,
OK, so the answer is that it works.
We had a typo in our profile template path.
The auto-probe was not working because it couldn't load the needed jar files.
I didn't noticed this earlier, because some information were present in the Investigator and we got sidetracked by thinking it might need an application server to collect JMX and other metrics.
Thanks everybody again.
--
Mohammad