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    • A
      license
      A
      quality
      B
      maintenance
      Provides persistent, multi-tenant knowledge graph memory for MCP-capable AI tools, allowing them to recall and store entities, observations, and relations across sessions with keyword search.
      10
      11 npm
      3
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables MCP clients to store and retrieve user preferences, behaviors, and other text-based information across conversations using semantic vector search.
      11 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to store, search, and link typed knowledge entities such as memories, people, projects, tasks, and documents over a Streamable HTTP MCP endpoint. Combines hybrid BM25 and vector search with a knowledge graph, and separates short-lived session context from durable memory that future agents can trust.
      10
      AGPL 3.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables LLM clients to manage hierarchical working, dialogue, and episodic memories with decay-aware consolidation, hybrid lexical/vector retrieval, knowledge-graph expansion, and semantic caching over MCP.
      7
      MIT

    Maintenance

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