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    • A
      license
      Not graded
      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.
      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.
      1
      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