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Alternatives to Memory-MCP

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    Related Servers

    • A
      license
      A
      quality
      B
      maintenance
      Provides persistent, searchable memory across AI coding agent and chat history (Claude Code, Codex, Gemini CLI, ChatGPT, and more) via retrieval-augmented generation, enabling semantic and hybrid search to retain context across sessions.
      5
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides persistent, searchable memory and knowledge capture for AI-assisted development, enabling agents to retain decisions, bugs, and patterns across sessions and projects.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides AI coding agents with persistent, graph-connected memory across projects, enabling cross-project context retrieval via synaptic connections and hybrid search.
      7 npm
      8
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides long-term memory for LLMs via local SQLite storage with hybrid search (BM25, vectors, recency decay), enabling AI coding agents to persist and recall memories across sessions without cloud or API keys.
      53
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides long-term memory for AI coding agents, enabling them to remember, search, and organize information across sessions and platforms like Claude Code, ChatGPT, and Cursor.
      12 npm
      8
      MIT

    TDQS

    A4.2/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool has a distinct purpose: delete, health, recall (all projects), recall (current project), save, session start, stats, update. The two recall tools are differentiated by scope, and no overlapping functionality exists.

    Naming Consistency5/5

    All tools follow a consistent 'memory_<verb>' pattern in snake_case, with verbs like delete, recall, save, update. The compound 'session_start' still fits the pattern clearly.

    Tool Count5/5

    8 tools is appropriate for a memory system, covering CRUD operations, search, health, stats, and session context. Each tool earns its place without being excessive.

    Completeness4/5

    Core CRUD is covered (save, recall, update, delete). Minor gaps: no direct retrieval of a single memory by ID (only recall with search) and no bulk operations. Agents can work around these gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues