One or more nodes on a network can run a network discovery service to obtain information regarding network configuration parameters for the nodes on the network by passively listening for packets received on one or more ports. The discovered network configuration data can be used to identify a configuration for various types of nodes. The configuration can then be used to facilitate checking, testing, or self-configuration of a network configuration of one of the nodes (e.g., a lead node or a new node).