mnemos
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Alternatives to mnemos
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- AlicenseAqualityAmaintenanceAssociative key-graph memory for LLM agents — recall facts by association (recall → read_key → read_memory) instead of vector similarity alone, with persistent cross-session memory and cross-lingual keys.10291 npm3MIT
- AlicenseNot gradedqualityDmaintenanceLong-term memory for AI agents over MCP — episodic + semantic memory, a temporal knowledge graph, and a dialectic user model, exposed as 32 tools (recall, remember, context, graph, dreaming, peers). Zero dependencies, runs fully offline; leads the LoCoMo benchmark at ~35x fewer LLM calls.2Apache 2.0
- AlicenseNot gradedqualityAmaintenancePersistent memory for AI agents with semantic memory, belief tracking, and dream consolidation, enabling cross-session knowledge retention.1,355 npm50MIT
- AlicenseNot gradedqualityBmaintenanceVerified memory for AI agents — agents propose memories that are quarantined until verified against evidence, and recall() returns only trusted, fresh, and in-scope facts, preventing poisoned or hallucinated data from spreading.8 npm1MIT
- AlicenseAqualityCmaintenanceLong-term memory for AI agents. Compiles conversations into a structured knowledge base with Claim/Evidence model, source provenance, append-only timeline, and contradiction detection. Multi-path retrieval (Exact + BM25 + Graph + weighted RRF + reranker) — 96.6% R@5 on LongMemEval-S, zero vector dependencies.83MIT
- AlicenseNot gradedqualityBmaintenancePersistent long-term memory for AI agents via MCP, saving 80-90% memory-related token costs by enabling on-demand recall instead of always-injecting context.8 npm7MIT
TDQS
Scored across 5 tools
Each tool maps to a distinct lifecycle stage: remember stores, recall retrieves relevant memories, list_memories browses all memories, forget archives by ID, and reflect consolidates. There is no meaningful overlap in intended use.
All tools share a consistent mnemos_ prefix and lowercase snake_case imperative style. The only minor deviation is that list_memories includes a direct object while remember, recall, forget, and reflect are verb-only.
Five tools is well-scoped for a memory server, and each tool earns its place in the set. It sits comfortably within the ideal 3–15 range with no redundant utilities.
The set covers the full memory lifecycle: create (remember), read (recall/list), delete (forget), and maintenance (reflect). No obvious dead ends or necessary operations are missing for the intended use case.