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Scored across 14 tools
Each tool pairs a distinct resource (entity, observation, relation) with an action, and the update/merge tools clearly differentiate in-place edits from merges. The main soft spot is the read trio (read_graph, open_nodes, search_nodes), which are all retrieval operations and could occasionally be confused, though descriptions distinguish whole-graph paging, exact-name lookup, and query search.
Every tool follows a clean verb_noun pattern (create_entities, delete_observations, update_relations, merge_entities, read_graph, search_nodes). Conventions are uniform across all 14 tools with no mixing of styles.
14 tools is well within the sweet spot and each earns its place by covering a distinct resource-action pair across entities, observations, and relations plus graph-level reads. Nothing feels redundant or padded.
Full lifecycle coverage exists for all three resource types (create, update, delete on entities/observations/relations), supplemented by merge, rename-via-update, search, paged read, and conflict inspection. No obvious dead ends for a knowledge-graph workflow.