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Glama
zhadyz
by zhadyz

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Alternatives to Mnemosyne MCP

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      Provides AI agents with persistent, local cross-session shared memory by combining vector semantic retrieval with knowledge graph relationships, and supports short/long-term memory management and local backups.
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    • A
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    TDQS

    B3.4/5.0

    Scored across 17 tools

    Disambiguation4/5

    Most tools have clear distinct purposes, but search_nodes, semantic_search, and open_nodes all relate to finding nodes with subtle differences; similarly, read_graph, get_graph_at_time, and get_decayed_graph are distinct temporal/decay views but could be confused by an agent.

    Naming Consistency4/5

    The naming is largely consistent with verb_noun snake_case (e.g., create_entities, delete_relations, add_observations). Minor deviations include 'read_graph' vs 'get_graph_at_time' and 'search_nodes' vs 'semantic_search', which break the pattern slightly but remain readable.

    Tool Count4/5

    17 tools is slightly above the typical 3-15 sweet spot, but the knowledge graph domain with history, embeddings, and temporal views justifies the additional tools. It feels a bit heavy but not excessive.

    Completeness3/5

    The surface covers creation, deletion, and relation management well, but there are notable gaps: no update_entities or update_observations, and no explicit single-entity getter (open_nodes is name-based rather than ID-based). These gaps force agents to work around the incomplete CRUD lifecycle.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues