{
  "tool_id": "02-loops",
  "name": "Loops",
  "research_date": "2026-09-12",
  "catalog_date": "2026-10-17",
  "documentation_url": "https://loops.so/docs",
  "sources": [
    "https://loops.so/docs",
    "https://loops.so",
    "https://yc-oss.github.io/api/industries/marketing.json"
  ],
  "pages": [
    {
      "source_url": "https://loops.so/docs/cli",
      "final_url": "https://loops.so/docs/cli",
      "title": "Loops CLI - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:55.509736+00:00",
      "content_sha256": "2f4d201f7e2a50d9a81c08157257f4247d97457547259f6685c79c038251c022"
    },
    {
      "source_url": "https://loops.so/docs/api-reference/intro",
      "final_url": "https://loops.so/docs/api-reference/intro",
      "title": "API Introduction - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:51.409757+00:00",
      "content_sha256": "7a65a1b6229936434c9bb3d62ebf33b80d9cbc52ea9bc4506de9d291a9a6dee1"
    },
    {
      "source_url": "https://loops.so/docs/mcp-server",
      "final_url": "https://loops.so/docs/mcp-server",
      "title": "Loops MCP server - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:53.562524+00:00",
      "content_sha256": "74a5c018f7164bf1bcd9858a8c95e149b06909696c4b745a832cd1e06ffbff6f"
    },
    {
      "source_url": "https://loops.so/docs/cli/auth",
      "final_url": "https://loops.so/docs/cli/auth",
      "title": "Auth - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:57.466512+00:00",
      "content_sha256": "3c9e9be3d51f717d011ccba0044103a8e2538363b776b8f676ff7319c999297f"
    },
    {
      "source_url": "https://loops.so/docs/skills",
      "final_url": "https://loops.so/docs/skills",
      "title": "Agent skills for Loops - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:56.577437+00:00",
      "content_sha256": "04f0eaeb51a5c6c80d2c0029391c8f89efba419c63d7f03c3509a5c6a67a5d2b"
    },
    {
      "source_url": "https://loops.so/docs/api-reference/changelog",
      "final_url": "https://loops.so/docs/api-reference/changelog",
      "title": "API Changelog - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:52.573273+00:00",
      "content_sha256": "f07c8f1e73080c03b2fdfd6e2ff2097bb6945701e72d71794d4dcfd53695fec3"
    },
    {
      "source_url": "https://loops.so/docs/guides/intro",
      "final_url": "https://loops.so/docs/guides/intro",
      "title": "Guides for onboarding, deliverability, and lifecycle emails. - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:54.629383+00:00",
      "content_sha256": "4fa800b639f253489633ff6a57a0fdd9a891c92c01f3727af3f4b152f5d32fc6"
    },
    {
      "source_url": "https://loops.so/docs",
      "final_url": "https://loops.so/docs",
      "title": "Loops Documentation - Loops",
      "status": "fetched",
      "retrieved_at": "2026-10-17T19:40:50.310876+00:00",
      "content_sha256": "28bb2cd0c5a17c99f7476f67048783d77640fb120eba088b428dd078b23261ee"
    }
  ],
  "coverage": "partial",
  "limitation": "Reference index, not a mirror of complete vendor documentation. Retrieved pages do not prove the MCP works."
}