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Alternatives to Delx Memory

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    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables any MCP-capable AI client to search and write a local-first personal memory store backed by one SQLite file, fusing FTS5 keyword and locally computed vector search over records and git-tracked markdown knowledge pages. An optional authenticated HTTP mode shares the same memory across agents and devices without any cloud dependency.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      A local-first MCP memory server providing persistent, searchable memory for AI agents, powered by SQLite.
      1 npm
      1
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and any MCP-compatible client to persist, search, update, and delete plain-text memories across sessions, using BM25 lexical ranking over SQLite FTS5 with namespace filtering, tags, free-form metadata, and JSONL export/import — entirely local, with zero external infrastructure.
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Local-first MCP memory server providing persistent, versioned, queryable memory for AI agents using JSON categories and SQLite FTS5, with optional fleet sync.
      2
      Apache 2.0
    • A
      license
      C
      quality
      A
      maintenance
      Local-first, governable long-term memory for AI agents. Provides SQLite-backed storage, cross-session recall, and traceable memory corrections through a standard MCP interface.
      40
      33 PyPI
      1
      MIT

    TDQS

    A3.8/5.0

    Scored across 15 tools

    Disambiguation3/5

    Core data operations are distinct, but the six introspection/status tools (agent_manifest, connection_status, data_inventory, capabilities, stats, handoff) overlap in purpose—several report store size or describe privacy modes, and handoff explicitly subsumes stats+list+get. Detailed descriptions mitigate confusion but don't fully eliminate it.

    Naming Consistency3/5

    All tools share a consistent memory_ snake_case prefix, but the set mixes noun-style names (memory_stats, memory_handoff, memory_capabilities) with verb-style names (memory_get, memory_set, memory_forget). The prefix keeps it readable, but there is no consistent verb_noun pattern.

    Tool Count4/5

    15 tools is within the acceptable range for a memory server, and batch/search/export variants earn their place. It feels slightly heavy because several status/introspection tools could be consolidated (e.g., stats vs connection_status vs handoff).

    Completeness5/5

    Full lifecycle coverage is present: set/upsert, single and batch get, list/search, forget/forget_by_tag, export, and session-start handoff. Batch operations, namespace awareness, and privacy modes round out the surface with no obvious dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessLimited data