If you have SSH access you can do
dmidecode|awk '/System Information/,/^$/'
Manufacturer: Secure Computing
Version: Not Specified
Serial Number: xxxxxxxxx
Wake-up Type: Power Switch
SKU Number: Not Specified
Family: Not Specified
Where it says Serial Number, this is the service tag and I've never needed anything other than that for support.