Knowledge Graph Memory Server
JSON →Enables memory for Claude using a knowledge graph with fuzzy semantic search and persistent storage.
Tools · 9
- create_entities Create multiple new entities in the knowledge graph. Ignores entities with existing names.
- create_relations Create multiple new relations between entities. Skips duplicate relations.
- add_observations Add new observations to existing entities. Fails if entity doesn't exist.
- delete_entities Remove entities and their relations with cascading deletion. Silent operation if entity doesn't exist.
- delete_observations Remove specific observations from entities. Silent operation if observation doesn't exist.
- delete_relations Remove specific relations from the graph. Silent operation if relation doesn't exist.
- read_graph Read the entire knowledge graph. Returns complete graph structure with all entities and relations.
- search_nodes Performs a fuzzy semantic search for nodes in the knowledge graph using Fuse.js. Searches across entity names, types, and observation content.
- open_nodes Retrieve specific nodes by name. Returns requested entities and relations between them. Silently skips non-existent nodes.