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Alternatives to mnemos

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    Related Servers

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      Long-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.
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    • A
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    TDQS

    A4.2/5.0

    Scored across 5 tools

    Disambiguation5/5

    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.

    Naming Consistency4/5

    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.

    Tool Count5/5

    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.

    Completeness5/5

    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.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues