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    • F
      license
      Not graded
      quality
      C
      maintenance
      Local-first cross-agent memory for AI coding agents. Persistent, shared memory over MCP — what you tell one agent can be recalled by another — with all data stored in a single local SQLite file, no cloud and no API keys.
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    • F
      license
      Not graded
      quality
      C
      maintenance
      Persistent, self-curating memory for coding agents. It enables local, zero-cost context recall through MCP tools with hybrid retrieval and autonomous consolidation.
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI coding agents to persistently store, recall, and manage atomic markdown knowledge cards with bidirectional links across sessions. It provides MCP tools for searching, reading, writing, linking, archiving, organizing, and syncing memory via git without a vector database.
      13 npm
      ISC

    TDQS

    A4/5.0

    Scored across 24 tools

    Disambiguation4/5

    Descriptions actively cross-reference each other (e.g. memory_read vs memory_fetch_batch, memory_get_history vs memory_get_at, memory_search vs wiki_search), making boundaries clear. A few pairs are close (user_profile_get vs user_code_profile, memory_read vs memory_fetch_batch) but the descriptions resolve them. No two tools appear to do the same thing.

    Naming Consistency4/5

    Consistent snake_case with clear prefix namespacing (memory_*, wiki_*, user_profile_*, code_map). Minor deviation: most are prefix_verb but memory_alias_add/memory_alias_list are prefix_noun_verb, and some wiki tools are prefix_verb_fts style. Still highly readable and predictable.

    Tool Count4/5

    24 tools is on the heavy side but spans four distinct subsystems (memory, wiki, user profile, code), so the count is defensible. Wiki alone accounts for 11 tools, which could arguably be trimmed, but each has a distinct read-only or mutating role.

    Completeness4/5

    Broad coverage: memory store/read/search/batch/history/aliases/reflection, full wiki lifecycle (write/read/ls/search/export/graph/lint/stats/dedup/reindex/share), profile record/get/compile, plus code mapping. Main gap is the absence of any delete operation for memory or wiki entries (relies on overwrite), and code tooling stops at mapping with no file-body access.

    Maintenance

    ActivityActive
    ResponsivenessResponsive