Persistent semantic memory storage, associative recall, and recent memory index by namespace.
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Scored across 4 tools
Each tool has a clearly distinct purpose: remember stores, recall searches semantically, recent_memories lists by recency, and check_memory_service monitors health. There is no meaningful overlap between the retrieval tools because one is query-driven and the other is time-driven.
Naming is inconsistent: remember and recall are bare verbs, recent_memories is a noun phrase, and check_memory_service uses a verb_noun pattern. A more consistent set would use e.g. remember, recall, list_recent_memories, check_service_health.
Four tools is well-scoped for a persistent memory service. Each tool covers a distinct, necessary operation without redundancy or bloat.
The core create/read and health-check operations are present, but there is no update or delete tool for managing stored memories. This creates a notable lifecycle gap, especially for correcting or removing outdated facts.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Universal persistent memory and knowledge retrieval layer for AI agents and LLMs.
Add one secure layer between your agents and this server.
