{
  "id": "tool:loops",
  "_kind": "Tool",
  "_file": "domain/tools/tools-ora-operations-discovery.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Loops",
    "homepageUrl": "https://loops.so",
    "kind": "workflow-automation",
    "description": "Email automation platform surfaced by Ora for transactional messaging, lifecycle campaigns, and product-led growth workflows.\n",
    "ora": {
      "domain": "loops.so",
      "score": 71,
      "grade": "B",
      "category": "Communication & Support",
      "tags": [
        "email marketing",
        "transactional email",
        "email automation",
        "newsletters"
      ],
      "scoreUrl": "https://ora.run/score/loops.so"
    }
  },
  "outgoingEdges": [
    {
      "from": "tool:loops",
      "to": "source-ref:ora-discover-api",
      "kind": "sourced_from"
    },
    {
      "from": "tool:loops",
      "to": "role:marketing-manager",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "Lifecycle and transactional email automation supports marketing campaign operations."
      }
    },
    {
      "from": "tool:loops",
      "to": "workflow:customer-marketing-campaign",
      "kind": "supports_work",
      "attributes": {
        "confidence": "high",
        "evidence": "Audience-triggered email sequences are direct customer-marketing projection points."
      }
    },
    {
      "from": "tool:loops",
      "to": "workflow:demand-generation-campaign",
      "kind": "supports_work",
      "attributes": {
        "confidence": "medium",
        "evidence": "Newsletter and automation metrics support demand-generation campaign review."
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "agent-readiness-score:ora.loops-so",
      "to": "tool:loops",
      "kind": "scores_agent_readiness_of",
      "attributes": {
        "observedVia": "ora-discover-api"
      }
    },
    {
      "from": "tool-server:mcp-loops-candidate",
      "to": "tool:loops",
      "kind": "integrates_with",
      "attributes": {}
    }
  ]
}