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Aki

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    Related Servers

    • Project Brain

      myczh-1
      A
      license
      Not graded
      quality
      D
      maintenance
      A local MCP memory server that gives AI assistants durable project memory across coding sessions, storing context, changes, and decisions.
      3 npm
      1
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    • TIMPS

      TIMPSs
      A
      license
      Not graded
      quality
      B
      maintenance
      MCP server that gives AI coding agents persistent memory across sessions, storing architecture decisions, past bugs, and codebase conventions locally.
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    • memory-bank-mcp

      diaz3618
      A
      license
      B
      quality
      C
      maintenance
      An MCP server that gives AI assistants persistent memory across sessions. It stores project context, decisions, and progress in structured markdown files as well as a knowledge graph and sequential thinking for better memory storage.
      36
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    • Mono Memory MCP

      potato-castle
      A
      license
      Not graded
      quality
      D
      maintenance
      A self-hosted MCP server that provides AI assistants with a shared, persistent SQLite-backed memory for storing and retrieving project context, decisions, and discoveries. It enables cross-session continuity and team-wide knowledge sharing to keep AI coding tools aligned and informed.
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    • Doclea MCP

      quanticstudios
      A
      license
      Not graded
      quality
      D
      maintenance
      A local MCP server providing persistent memory for AI coding assistants by storing and searching architectural decisions, patterns, and solutions. It also includes tools for git automation and mapping codebase expertise based on project history.
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    D1.8/5.0

    Scored across 5 tools

    Disambiguation4/5

    Tool verbs are distinct: context, explain, extract, save, search. However, without descriptions, 'explain' and 'context' could overlap, leading to minor ambiguity.

    Naming Consistency2/5

    Naming is inconsistent: four tools use verb_noun pattern (explain, extract, save, search), but 'memory_context' is a noun phrase without a verb, breaking the pattern.

    Tool Count5/5

    Five tools is a well-scoped set for a memory system, covering essential operations without being excessive.

    Completeness3/5

    Covers save, search, context retrieval, and explanation/extraction, but lacks a delete operation, which is a notable gap for a memory system.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources