{
  "id": "tool:mempalace",
  "_kind": "Tool",
  "_file": "domain/tools/tools-agent-infrastructure.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "MemPalace",
    "homepageUrl": "https://github.com/mempalace/mempalace",
    "kind": "other",
    "description": "Best-benchmarked open-source AI memory system. Provides persistent\nmemory storage with quality scoring, retrieval ranking, and memory\nconsolidation. Agents can store, search, and prune memories with a\nstructured API that tracks memory relevance over time. Benchmarked\nagainst other memory systems for accuracy, recall, and context\nefficiency. Designed for agents that need reliable cross-session\nmemory with measurable quality guarantees.\n"
  },
  "outgoingEdges": [
    {
      "from": "tool:mempalace",
      "to": "skill-area:knowledge-fabric-design",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mempalace",
      "to": "skill-area:organizational-intelligence",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "tool:mempalace",
      "to": "topic:organizational-memory",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:mempalace",
      "to": "topic:memory-to-knowledge-bridge",
      "kind": "relates_to_topic",
      "attributes": {}
    },
    {
      "from": "tool:mempalace",
      "to": "tool:agentmemory",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory — MemPalace has quality scoring; agentmemory has privacy filtering"
      }
    },
    {
      "from": "tool:mempalace",
      "to": "tool:memories-sh",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory — MemPalace has vector search; memories.sh is plain file key-value"
      }
    },
    {
      "from": "tool:mempalace",
      "to": "tool:cloudflare-agent-memory",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory — MemPalace is self-hosted; Cloudflare Agent Memory is managed"
      }
    },
    {
      "from": "tool:mempalace",
      "to": "tool:memori-labs",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory systems"
      }
    },
    {
      "from": "tool:mempalace",
      "to": "tool:vercel-ai-memory",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory systems"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "knowledge-fabric-impl:mempalace-fabric",
      "to": "tool:mempalace",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "memory-system:mempalace-service",
      "to": "tool:mempalace",
      "kind": "memory_system_integrates",
      "attributes": {}
    },
    {
      "from": "tool:agentmemory",
      "to": "tool:mempalace",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory — agentmemory has privacy filtering; MemPalace has quality scoring"
      }
    },
    {
      "from": "tool:cloudflare-agent-memory",
      "to": "tool:mempalace",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory — Cloudflare is managed; MemPalace is self-hosted"
      }
    },
    {
      "from": "tool:memories-sh",
      "to": "tool:mempalace",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory — memories.sh is plain files; MemPalace has vector search"
      }
    },
    {
      "from": "tool:memori-labs",
      "to": "tool:mempalace",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory systems"
      }
    },
    {
      "from": "tool:vercel-ai-memory",
      "to": "tool:mempalace",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "AI agent memory systems"
      }
    },
    {
      "from": "tool-server:mcp-mempalace",
      "to": "tool:mempalace",
      "kind": "integrates_with",
      "attributes": {}
    }
  ]
}