A
licenseB
qualityF
maintenanceA persistent memory implementation using a local knowledge graph that lets Claude remember information about users across conversations.
9
6
MIT
mcp-knowledge-graph
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TDQS
A4.4/5.0
Scored across 10 tools
Disambiguation5/5
Each tool has a distinct action—store, retrieve, search, list, link, unlink, etc.—with no overlapping purposes. The descriptions clearly differentiate similar tools like get vs search and read_all vs list_stores.
Naming Consistency5/5
All tools use the consistent prefix 'aim_memory_' followed by a clear snake_case action verb (store, add_facts, get, search, read_all, list_stores, forget, remove_facts, link, unlink). No mixing of styles.
Tool Count5/5
10 tools cover the essential operations for a knowledge graph memory system—CRUD for entities and relations, plus search and listing. This is well-scoped without being excessive or sparse.
Completeness4/5
The tool set covers creation, retrieval, search, listing, linking, and deletion of entities and facts. Missing is a direct update for entity names or types (requires forget+re-store), but this is a minor gap given the add/remove facts functionality.
Maintenance
ActivityInactive
ResponsivenessResponsive