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Alternatives to memstack

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    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      Persistent, searchable memory for AI agents over the Model Context Protocol, enabling memory storage, full-text search with BM25 ranking, and retrieval across sessions.
      9 npm
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Long-term and multimodal memory for AI agents. Store facts and conversations with add_memory, recall them with search_memories — 8 tools over stdio/SSE/HTTP. Per-character memory isolation, LLM-based semantic deduplication, FAISS + JSON storage, and a fully local option (Ollama, no API key). Drop-in compatible with Mem0.
      8
      37 PyPI
      493
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Gives AI agents a local-first, persistent memory backed by a single SQLite file, letting them save decisions, preferences, and facts, then recall them by meaning or keyword across sessions and projects. Exposes tools for loading pinned context, searching, adding, updating, listing, and deleting memories, so agents stop forgetting between sessions.
      0
      1
      Apache 2.0

    TDQS

    A3.7/5.0

    Scored across 18 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: store vs process (raw vs enriched), get vs retrieve (by ID vs filtered search), and prune vs purge_actor vs delete. The main potential confusion is between memory_prune, memory_purge_actor, memory_delete, and memory_delete_many, though descriptions clarify scope and irreversibility.

    Naming Consistency5/5

    All 18 tools use a uniform memory_ prefix with snake_case verb_noun naming (memory_get, memory_store, memory_prune). Highly predictable and consistent throughout.

    Tool Count4/5

    18 tools is slightly heavy but each earns its place across store, retrieve, delete, maintenize, export, and health operations. No obvious redundant filler, though a couple of maintenance tools could be consolidated.

    Completeness4/5

    Broad lifecycle coverage: store/get/retrieve, delete/purge/prune, export/import, summarize/merge, stats, and health. The one notable gap is a dedicated single-memory content update tool, though merge and touch partially cover edit-like needs.

    Maintenance

    ActivityActive
    ResponsivenessNo issues