{
  "id": "tool:mem0",
  "_kind": "Tool",
  "_file": "domain/tools/memory-systems.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Mem0",
    "homepageUrl": "https://github.com/mem0ai/mem0",
    "kind": "other",
    "description": "Memory layer for personalized AI experiences that automatically\nextracts, stores, and retrieves relevant memories from conversations.\nProvides user-level, session-level, and agent-level memory with a\nsimple add/search API. Supports multiple vector store backends and\nintegrates with LangChain, CrewAI, and other agent frameworks to\ngive LLM applications persistent context across sessions.\n"
  },
  "outgoingEdges": [
    {
      "from": "tool:mem0",
      "to": "language:python",
      "kind": "belongs_to_language"
    },
    {
      "from": "tool:mem0",
      "to": "skill-area:ai-agent-development",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "skill-area:context-management",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "skill-area:knowledge-fabric-design",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "skill-area:organizational-intelligence",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "topic:memory-to-knowledge-bridge",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "topic:context-to-fabric-sync",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "topic:auto-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "topic:memory-scoping",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:mem0",
      "to": "tool:zep",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI memory services — Mem0 focuses on memory extraction; Zep on conversation persistence"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "knowledge-fabric-impl:mem0-fabric",
      "to": "tool:mem0",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "memory-system:mem0-service",
      "to": "tool:mem0",
      "kind": "memory_system_integrates",
      "attributes": {}
    },
    {
      "from": "skill-area:organizational-intelligence",
      "to": "tool:mem0",
      "kind": "uses_tool"
    },
    {
      "from": "tool:zep",
      "to": "tool:mem0",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI memory services — Zep focuses on conversation persistence; Mem0 on memory extraction"
      }
    },
    {
      "from": "tool-server:mcp-mem0",
      "to": "tool:mem0",
      "kind": "integrates_with",
      "attributes": {}
    }
  ]
}