snmp is your friend. A lot of those "tools" are not much more than "pretty" snmp based tools. Cacti might be an ok option just because the community often has add-ons for many enterprise things (like switches, routers, SAN, storage, hypervisors).

If you study what others have done you'll find you can write or modify Cacti to fit specific needs.