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Alternatives to Holographic Memory MCP

Related Servers

  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to save, recall, and forget persistent memories stored entirely on the local machine in SQLite, using hybrid semantic and keyword search with on-device embeddings, plus spaces and profile context injection.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Gives AI agents persistent, local-first memory using SQLite and on-device embeddings, enabling semantic search and recall across sessions with no cloud calls.
    8
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Gives AI agents a private, on-device persistent memory using semantic search over stored facts, preferences, and decisions. It enables agents to remember information, recall it by meaning even without keyword overlap, delete memories, and list them by tag.
    6 npm
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Local-first, multi-user shared memory for AI agents with semantic search, offline support, and team synchronization.
    MIT

TDQS

A4.4/5.0

Scored across 8 tools

Disambiguation4/5

Each tool targets a distinct operation, but `recall` and `search` both perform retrieval and rely on the descriptions to separate natural-language lookup from filtered/ranked lookup; `list` also overlaps with `search` for browsing. The descriptions do a good job of redirecting between them, so an agent is unlikely to misselect in practice.

Naming Consistency4/5

All names are short, single-word imperative/lowercase tokens (remember, recall, search, get, forget, list, export) with `stats` as the only noun form. The convention is consistent and readable, just not a strict verb_noun pattern.

Tool Count5/5

Eight tools is a well-scoped surface for a memory store: write, several read modes, delete, and two introspection utilities. No tool looks redundant enough to remove, and nothing feels missing at the count level.

Completeness4/5

Covers the full lifecycle: create/overwrite (remember with id/if_version/create_only), read (get, recall, search, list), delete (forget), diagnostics (stats) and snapshot export. The notable gap is an `import`/restore counterpart to `export`, plus explicit tag/metadata-only mutation, which agents must work around by rewriting content.

Maintenance

ActivityNo data
ResponsivenessSlow