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    • A
      license
      A
      quality
      A
      maintenance
      Local-first persistent memory for coding agents and MCP clients. It keeps important project context across sessions and reduces wasted tokens by retrieving only relevant memories instead of replaying unnecessary history.
      8
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI coding agents to maintain a private, local-first persistent memory by automatically saving, searching, and retrieving structured project memories through MCP, with hybrid keyword and embedding search, feedback-driven ranking, and no cloud dependency.
      2
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Personal unified memory system for AI coding agents, providing persistent memory with hybrid RAG retrieval via MCP integration, allowing agents to store, search, and manage memories locally.
      1
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      A local-first memory layer for coding agents to persist and retrieve project decisions, architecture context, and rules across multiple development sessions. It utilizes a three-tier memory model and hybrid retrieval to provide agents with durable, searchable context and a WebUI for human review.
      4
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides a persistent, local-first memory for coding agents over MCP, enabling automatic recall and recording of past work, failures, and decisions to reduce repetition and token usage.
      MIT