Knowledge Graph Memory Server

Create multiple new entities in the knowledge graph. Ignores entities with existing names.

Create multiple new relations between entities. Skips duplicate relations.

Add new observations to existing entities. Fails if entity doesn't exist.

Remove entities and their relations with cascading deletion. Silent operation if entity doesn't exist.

Remove specific observations from entities. Silent operation if observation doesn't exist.

Remove specific relations from the graph. Silent operation if relation doesn't exist.

Read the entire knowledge graph. Returns complete graph structure with all entities and relations.

Performs a fuzzy semantic search for nodes in the knowledge graph using Fuse.js. Searches across entity names, types, and observation content.

Retrieve specific nodes by name. Returns requested entities and relations between them. Silently skips non-existent nodes.