Some embodiments provide a method for automatically configuring VPN gateways. The method receives a first configuration for a first VPN gateway located at a first datacenter. The configuration includes configuration data for a first set of VPNs connecting a first set of networks at the first datacenter to other networks at other datacenters. The method automatically modifies the configuration data to generate a second configuration for a second VPN gateway. The method configures the second VPN gateway using the second configuration to setup a second set of VPNs connecting a second set of networks to the other networks at the other datacenters.