A system that implements detection and reconciliation of system resource metadata for a distributed storage system is described. A node may obtain resource metadata specific to the node from another node that maintains system resource metadata for a distributed storage system. Based on the resource metadata specific to the node, a determination may be made that the node is not reconciled with the system resource metadata. A corrective operation may be performed to reconcile the node with the system resource metadata. A corrective operation may include terminating a resource, making unavailable a resource, modifying resource attributes, or sending a resource metadata update to system resource metadata for correction.