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    • A
      license
      Not graded
      quality
      D
      maintenance
      Local-first AI memory layer with hybrid retrieval and brain-inspired namespaces. Enables agents to save, search, and manage memories directly via MCP tools.
      3 npm
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Embedded memory and retrieval engine for AI agents, providing local-first memory with MCP support for multi-agent access control.
      3
      55 PyPI
      2
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Local-first persistent memory layer for MCP agents with hybrid search, file ingestion, and GDPR compliance.
      20
      2,013 PyPI
      25
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides persistent, local-first AI memory across sessions via MCP tools for storing, searching, and retrieving context from past interactions.
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides local-first persistent memory with a typed knowledge graph and bounded multi-hop retrieval via MCP, letting coding agents and local LLM systems store, search, and recall facts across sessions without hosted services or model dependencies.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Provides a local-first, provenance-aware memory layer that enables MCP-capable AIs to store, recall, validate, and reason over facts with contradiction detection, trust weighting, deduplication, and encryption, supporting offline private operation without GPUs or API keys.
      9
      Apache 2.0