Hi,
It would definitely support, how about your configuration. Junos requires you to configure MPLS family on the interface with appropriate Label distribution protocol be it be Ldp / Rsvp.
Quick documenation link
http://www.juniper.net/techpubs/en_US/junos11.4/information-products/pathway-pages/product/11.4/
Quick reference for mpls configuration guide