{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"/\" aria-current=\"page\" class=\"logo-wrapper w-nav-brand w--current\"><svg width=\"98\" height=\"25\" viewBox=\"0 0 98 25\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"navigation_logo navigation_logo--dark\" aria-label=\"Airbyte\" role=\"img\"><path d=\"M33.6101 5.2065H36.2411L41.8926 20.6965V20.9997H39.5465L38.1028 16.6132H31.6725L30.1623 20.9997H27.9492V20.6965L33.6101 5.2065ZM37.4379 14.69L34.9304 7.63185H34.8449L32.3564 14.69H37.4474H37.4379Z\" fill=\"white\"/><path d=\"M45.7963 4.80859V7.21"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h1: The data and action layerfor AI agents.",
      "h2: Meet the Context Store",
      "h5: 600+ apps, connected in minutes",
      "h5: Find anything, across every tool",
      "h5: Ask a business question, get a cross-system answer",
      "h2: Better context. Faster agents.",
      "h3: 80%",
      "h3: 40%",
      "h3: 90%",
      "h2: What Airbyte unlocks for your agents",
      "h5: Your agent plugs into everything",
      "h5: Your agent knows your business",
      "h5: Your agent knows Sarah is Sarah",
      "h5: Your agent is never behind",
      "h2: One foundation, three ways to build",
      "h5: Want ready-made agents?",
      "h5: Already using Claude or ChatGPT?",
      "h5: Building your own agents?",
      "h2: Trusted by AI leaders and Innovators",
      "h4: Franziska Ibscher",
      "h4: Nate Chambers",
      "h2: Build with the Agent SDK",
      "h5: Authenticate once [01]",
      "h5: Query across systems [02]",
      "h5: Act on what you find [03]",
      "h5: Managed Auth",
      "h5: 50+ Agent Connectors",
      "h5: Context Store",
      "h5: Production Ready",
      "h3: Works with your favorite frameworks",
      "h2: Built on the same OSS foundation that runs data for thousands of companies",
      "h2: Enterprise ready",
      "h5: Compliant with standards",
      "h5: Uptime & SLA Guarantees",
      "h2: Build context-aware agents in minutes.",
      "h2: Build with Airbyte"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 36,
    "links": 51,
    "inaccessibleLinks": 1,
    "buttons": 7,
    "inaccessibleButtons": 0,
    "images": 31,
    "imagesWithAlt": 31,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

{
  "header": "content-security-policy",
  "value": null
}

{
  "found": false,
  "visibleFaq": true,
  "allTypes": [
    "Organization",
    "WebSite"
  ]
}

{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": [
    "Organization",
    "WebSite"
  ]
}

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

{
  "header": "referrer-policy",
  "value": null
}

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/acp.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "protocol": {
            "name": "acp",
            "version": "0.1.0"
          },
          "api_base_url": "https://airbyte.com",
          "transports": [
            "https"
          ],
          "capabilities": {
            "services": [
              "discovery",
              "documentation"
            ],
            "checkout": false
          },
          "links": {
            "signup": "https://airbyte.com/signup",
            "pricing": "https://airbyte.com/pricing",
            "documentation": "https://docs.airbyte.com/"
          }
        },
        "rawExcerpt": "{\"protocol\":{\"name\":\"acp\",\"version\":\"0.1.0\"},\"api_base_url\":\"https://airbyte.com\",\"transports\":[\"https\"],\"capabilities\":{\"services\":[\"discovery\",\"documentation\"],\"checkout\":false},\"links\":{\"signup\":\"https://airbyte.com/signup\",\"pricing\":\"https://airbyte.com/pricing\",\"documentation\":\"https://docs.airbyte.com/\"}}",
        "issue": "Commerce Discovery response did not match the expected shape. missing version or protocolVersion; missing endpoint; missing payment details or explicit not_supported declaration.",
        "hasVersion": false,
        "hasEndpoint": false,
        "hasPayment": false,
        "explicitlyNotSupported": false
      },
      "issue": "Commerce Discovery response did not match the expected shape. missing version or protocolVersion; missing endpoint; missing payment details or explicit not_supported declaration.",
      "howToFix": "For commerce sites, publish ACP discovery JSON with protocol version, endpoints, and payment metadata."
    }
  ]
}

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/ucp",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "ucp": {
            "version": "2026-01-11",
            "services": [
              {
                "id": "airbyte-marketing",
                "name": "Airbyte marketing",
                "description": "Product information and signup links; no checkout on this origin."
              }
            ]
          },
          "capabilities": {
            "checkout": false,
            "subscriptions": false
          },
          "endpoints": {
            "documentation": "https://docs.airbyte.com/",
            "signup": "https://airbyte.com/signup",
            "talk_to_sales": "https://airbyte.com/company/talk-to-sales"
          },
          "spec": "https://ucp.dev/specification/overview/"
        },
        "rawExcerpt": "{\"ucp\":{\"version\":\"2026-01-11\",\"services\":[{\"id\":\"airbyte-marketing\",\"name\":\"Airbyte marketing\",\"description\":\"Product information and signup links; no checkout on this origin.\"}]},\"capabilities\":{\"checkout\":false,\"subscriptions\":false},\"endpoints\":{\"documentation\":\"https://docs.airbyte.com/\",\"signup\":\"https://airbyte.com/signup\",\"talk_to_sales\":\"https://airbyte.com/company/talk-to-sales\"},\"spec\":\"https://ucp.dev/specification/overview/\"}",
        "issue": "Commerce Discovery response did not match the expected shape. missing version or protocolVersion; missing payment details or explicit not_supported declaration.",
        "hasVersion": false,
        "hasEndpoint": true,
        "hasPayment": false,
        "explicitlyNotSupported": false
      },
      "issue": "Commerce Discovery response did not match the expected shape. missing version or protocolVersion; missing payment details or explicit not_supported declaration.",
      "howToFix": "For paid content or commerce sites, publish UCP JSON with protocol version, endpoint, and payment metadata."
    }
  ]
}

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "$schema": "https://modelcontextprotocol.io/schemas/server-card/v1/server-card.schema.json",
          "serverInfo": {
            "name": "Airbyte MCP Gateway",
            "version": "1.0.0",
            "description": "Context-aware MCP access to business systems via Airbyte Agents. Deploy from the product page or Airbyte Cloud."
          },
          "transports": [
            {
              "type": "streamable-http",
              "endpoint": "https://app.airbyte.ai/signup",
              "documentation": "https://airbyte.com/mcp-gateway"
            }
          ],
          "capabilities": {
            "tools": true,
            "resources": true,
            "prompts": false
          },
          "links": {
            "product": "https://airbyte.com/mcp-gateway",
            "documentation": "https://docs.airbyte.com/ai-agents/"
          }
        },
        "rawExcerpt": "{\"$schema\":\"https://modelcontextprotocol.io/schemas/server-card/v1/server-card.schema.json\",\"serverInfo\":{\"name\":\"Airbyte MCP Gateway\",\"version\":\"1.0.0\",\"description\":\"Context-aware MCP access to business systems via Airbyte Agents. Deploy from the product page or Airbyte Cloud.\"},\"transports\":[{\"type\":\"streamable-http\",\"endpoint\":\"https://app.airbyte.ai/signup\",\"documentation\":\"https://airbyte.com/mcp-gateway\"}],\"capabilities\":{\"tools\":true,\"resources\":true,\"prompts\":false},\"links\":{\"product\":\"https://airbyte.com/mcp-gateway\",\"documentation\":\"https://docs.airbyte.com/ai-agents/\"}}",
        "issue": "MCP Server Card response is missing required fields or has invalid transports.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "protocolVersion"
            ]
          }
        ],
        "missing": [
          "protocolVersion"
        ],
        "protocolVersion": "",
        "transportCount": 1,
        "transports": [
          {
            "type": "streamable-http",
            "endpoint": "https://app.airbyte.ai/signup",
            "documentation": "https://airbyte.com/mcp-gateway"
          }
        ],
        "invalidTransports": [],
        "capabilityKeys": [
          "tools",
          "resources",
          "prompts"
        ]
      },
      "issue": "MCP Server Card response is missing required fields or has invalid transports.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "protocolVersion"
          ]
        }
      ]
    },
    {
      "id": "endpoint-verification",
      "title": "Verify advertised MCP transport endpoints",
      "status": "fail",
      "evidence": {
        "probes": [
          {
            "url": "https://app.airbyte.ai/signup",
            "skipped": "External transport endpoint was not probed."
          }
        ]
      },
      "issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
      "howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
    },
    {
      "id": "tool-execution",
      "title": "Verify advertised MCP tool execution",
      "status": "warning",
      "evidence": {
        "probes": [
          {
            "url": "https://app.airbyte.ai/signup",
            "skipped": "External transport endpoint was not probed."
          }
        ]
      },
      "issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
      "howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
    }
  ]
}

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "$schema": "https://modelcontextprotocol.io/schemas/server-card/v1/server-card.schema.json",
          "serverInfo": {
            "name": "Airbyte MCP Gateway",
            "version": "1.0.0",
            "description": "Context-aware MCP access to business systems via Airbyte Agents. Deploy from the product page or Airbyte Cloud."
          },
          "transports": [
            {
              "type": "streamable-http",
              "endpoint": "https://app.airbyte.ai/signup",
              "documentation": "https://airbyte.com/mcp-gateway"
            }
          ],
          "capabilities": {
            "tools": true,
            "resources": true,
            "prompts": false
          },
          "links": {
            "product": "https://airbyte.com/mcp-gateway",
            "documentation": "https://docs.airbyte.com/ai-agents/"
          }
        },
        "rawExcerpt": "{\"$schema\":\"https://modelcontextprotocol.io/schemas/server-card/v1/server-card.schema.json\",\"serverInfo\":{\"name\":\"Airbyte MCP Gateway\",\"version\":\"1.0.0\",\"description\":\"Context-aware MCP access to business systems via Airbyte Agents. Deploy from the product page or Airbyte Cloud.\"},\"transports\":[{\"type\":\"streamable-http\",\"endpoint\":\"https://app.airbyte.ai/signup\",\"documentation\":\"https://airbyte.com/mcp-gateway\"}],\"capabilities\":{\"tools\":true,\"resources\":true,\"prompts\":false},\"links\":{\"product\":\"https://airbyte.com/mcp-gateway\",\"documentation\":\"https://docs.airbyte.com/ai-agents/\"}}",
        "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: protocolVersion.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "protocolVersion"
            ]
          }
        ],
        "missing": [
          "protocolVersion"
        ],
        "protocolVersion": "",
        "transportCount": 1,
        "transports": [
          {
            "type": "streamable-http",
            "endpoint": "https://app.airbyte.ai/signup",
            "documentation": "https://airbyte.com/mcp-gateway"
          }
        ],
        "invalidTransports": [],
        "toolCount": 0,
        "capabilityKeys": [
          "tools",
          "resources",
          "prompts"
        ]
      },
      "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: protocolVersion.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "protocolVersion"
          ]
        }
      ]
    }
  ]
}

{
  "failedStep": "target-validation",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "pass",
      "evidence": {
        "statusCode": 200,
        "contentType": "application/linkset+json; charset=utf-8"
      },
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "linksetItems": 1,
        "relations": [
          "service-desc",
          "service-doc",
          "status"
        ],
        "usefulRelations": [
          "service-desc",
          "service-doc",
          "status"
        ],
        "legacyRelations": [],
        "hrefIssues": [],
        "targetUrlIssues": [],
        "links": [
          {
            "anchor": "https://api.airbyte.com/",
            "rel": "service-desc",
            "href": "https://reference.airbyte.com/reference/getting-started",
            "type": "text/html"
          },
          {
            "anchor": "https://api.airbyte.com/",
            "rel": "service-doc",
            "href": "https://docs.airbyte.com/developers/api-documentation",
            "type": "text/html"
          },
          {
            "anchor": "https://api.airbyte.com/",
            "rel": "status",
            "href": "https://api.airbyte.com/v1/applications/token",
            "type": "application/json"
          }
        ],
        "parsedSummary": [
          {
            "anchor": "https://api.airbyte.com/",
            "service-desc": [
              {
                "href": "https://reference.airbyte.com/reference/getting-started",
                "type": "text/html",
                "title": "Airbyte API reference"
              }
            ],
            "service-doc": [
              {
                "href": "https://docs.airbyte.com/developers/api-documentation",
                "type": "text/html",
                "title": "Airbyte API documentation"
              }
            ],
            "status": [
              {
                "href": "https://api.airbyte.com/v1/applications/token",
                "type": "application/json",
                "title": "OAuth2 client credentials token endpoint"
              }
            ]
          }
        ],
        "rawExcerpt": "{\"linkset\":[{\"anchor\":\"https://api.airbyte.com/\",\"service-desc\":[{\"href\":\"https://reference.airbyte.com/reference/getting-started\",\"type\":\"text/html\",\"title\":\"Airbyte API reference\"}],\"service-doc\":[{\"href\":\"https://docs.airbyte.com/developers/api-documentation\",\"type\":\"text/html\",\"title\":\"Airbyte API documentation\"}],\"status\":[{\"href\":\"https://api.airbyte.com/v1/applications/token\",\"type\":\"application/json\",\"title\":\"OAuth2 client credentials token endpoint\"}]}]}"
      },
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "rel": "service-desc",
            "href": "https://reference.airbyte.com/reference/getting-started",
            "skipped": "External target was not fetched."
          },
          {
            "rel": "service-doc",
            "href": "https://docs.airbyte.com/developers/api-documentation",
            "skipped": "External target was not fetched."
          },
          {
            "rel": "status",
            "href": "https://api.airbyte.com/v1/applications/token",
            "skipped": "External target was not fetched."
          }
        ],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "airbyte.com",
        "probes": [
          {
            "name": "_index._agents.airbyte.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.airbyte.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          }
        ]
      },
      "issue": "No DNS-AID entrypoint records were found under _agents.",
      "howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
    },
    {
      "id": "service-params",
      "title": "Validate alpn and endpoint parameters",
      "status": "informational",
      "evidence": {
        "discovered": []
      },
      "howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
    },
    {
      "id": "dnssec",
      "title": "Check DNSSEC material",
      "status": "warning",
      "evidence": {
        "hasDnssecMaterial": false,
        "checked": [
          {
            "name": "airbyte.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to us",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--sm ab-marketing-btn--secondary-dark max-width-full-tablet\">Talk to us</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to sales",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-dark\">Talk to sales</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "talk to us",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-dark\">talk to us</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "talk to us",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--primary-dark\" target=\"_blank\" rel=\"noopener noreferrer\">talk to us</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to sales",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-purple\">Talk to sales</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to US",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-dark max-width-full-tablet\">Talk to US</a>"
    },
    {
      "href": "/company/about-us",
      "text": "About Airbyte",
      "html": "<a href=\"/company/about-us\" class=\"footer12_link\">About Airbyte</a>"
    },
    {
      "href": "/company/careers",
      "text": "Careers",
      "html": "<a href=\"/company/careers\" class=\"footer12_link\">Careers</a>"
    },
    {
      "href": "/company/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy\" class=\"footer12_link\">Privacy Policy</a>"
    },
    {
      "href": "/company/terms",
      "text": "Terms - Data Replication",
      "html": "<a href=\"/company/terms\" class=\"footer12_link\">Terms - Data Replication</a>"
    },
    {
      "href": "/company/terms-airbyte-agents",
      "text": "Terms - Airbyte Agents",
      "html": "<a href=\"/company/terms-airbyte-agents\" class=\"footer12_link\">Terms - Airbyte Agents</a>"
    },
    {
      "href": "https://www.linkedin.com/company/airbytehq/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/airbytehq/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"LinkedIn\" class=\"footer12_social-link w-inline-block\"><div class=\"icon-embed-xsmall w-embed\" aria-hidden=\"true\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.5 3C3.67157 3 3 3.67157 3 4.5V19.5C3 20.3284 3.67157 21 4.5 21H19.5C20.3284 21 21 20.3284 21 19.5V4.5C21 3...."
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.airbyte.com/",
      "text": "Support Center",
      "html": "<a href=\"https://support.airbyte.com/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"footer12_link\">Support Center</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/company/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy\" class=\"footer12_link\">Privacy Policy</a>"
    },
    {
      "href": "/company/terms",
      "text": "Terms - Data Replication",
      "html": "<a href=\"/company/terms\" class=\"footer12_link\">Terms - Data Replication</a>"
    },
    {
      "href": "/company/terms-airbyte-agents",
      "text": "Terms - Airbyte Agents",
      "html": "<a href=\"/company/terms-airbyte-agents\" class=\"footer12_link\">Terms - Airbyte Agents</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

{
  "failedStep": "machine-usable-detail",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch OpenAPI document",
      "status": "pass",
      "evidence": {
        "found": "/openapi.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate baseline OpenAPI structure",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "format": "json",
        "version": "3.1.0",
        "pathCount": 3,
        "operationCount": 3,
        "operationWarnings": [
          {
            "field": "components.securitySchemes",
            "issue": "No security schemes or explicit no-auth declaration."
          },
          {
            "path": "/",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/.well-known/api-catalog",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/x402",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          }
        ],
        "hasServers": true,
        "hasSecuritySchemes": false,
        "hasExplicitNoAuth": false,
        "rawExcerpt": "{\"openapi\":\"3.1.0\",\"info\":{\"title\":\"Airbyte marketing site\",\"version\":\"1.0.0\",\"description\":\"Discovery and documentation surface for airbyte.com. Programmatic data plane APIs are hosted at https://api.airbyte.com.\"},\"servers\":[{\"url\":\"https://airbyte.com\"}],\"paths\":{\"/\":{\"get\":{\"operationId\":\"getHomepage\",\"summary\":\"Marketing homepage\",\"responses\":{\"200\":{\"description\":\"HTML homepage (default) or markdown when negotiated\"}}}},\"/.well-known/api-catalog\":{\"get\":{\"operationId\":\"getApiCatalog\",\"summary\":\"RFC 9727 API catalog\",\"responses\":{\"200\":{\"description\":\"application/linkset+json\"}}}},\"/api/x402\":{\"get\":{\"operationId\":\"x402DiscoveryProbe\",\"summary\":\"x402 payment discovery probe\",\"description\":\"Returns HTTP 402 with PAYMENT-REQUIRED for agent scanners. No charge on the marketing origin.\",\""
      }
    },
    {
      "id": "machine-usable-detail",
      "title": "Check machine-usable API details",
      "status": "warning",
      "evidence": {
        "warningCount": 4,
        "warnings": [
          {
            "field": "components.securitySchemes",
            "issue": "No security schemes or explicit no-auth declaration."
          },
          {
            "path": "/",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/.well-known/api-catalog",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/x402",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          }
        ],
        "hasServers": true,
        "hasSecuritySchemes": false,
        "hasExplicitNoAuth": false
      },
      "issue": "OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.",
      "howToFix": "Add servers, parameters, request bodies, response schemas, and security or explicit no-auth declarations where they apply."
    }
  ]
}

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-skills/index.json",
        "statusCode": 200,
        "contentType": "application/json"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "$schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
          "skills": [
            {
              "name": "api-access",
              "type": "skill-md",
              "description": "Obtain Airbyte Cloud API tokens via client credentials and call the public REST API.",
              "url": "https://airbyte.com/.well-known/agent-skills/api-access/SKILL.md",
              "digest": "sha256:d9ea662386b60d35c059026bfc0c94c9fcb784c210deee87c93e4e69e9391ba1"
            },
            {
              "name": "site-overview",
              "type": "skill-md",
              "description": "Overview of airbyte.com marketing pages, product routes, and machine-readable discovery endpoints for agents.",
              "url": "https://airbyte.com/.well-known/agent-skills/site-overview/SKILL.md",
              "digest": "sha256:a5642c4e15b0e3e4891b89fdd13cbbda701a1a22ff3f2383b9b1be73b222760c"
            }
          ]
        },
        "rawExcerpt": "{\n  \"$schema\": \"https://schemas.agentskills.io/discovery/0.2.0/schema.json\",\n  \"skills\": [\n    {\n      \"name\": \"api-access\",\n      \"type\": \"skill-md\",\n      \"description\": \"Obtain Airbyte Cloud API tokens via client credentials and call the public REST API.\",\n      \"url\": \"https://airbyte.com/.well-known/agent-skills/api-access/SKILL.md\",\n      \"digest\": \"sha256:d9ea662386b60d35c059026bfc0c94c9fcb784c210deee87c93e4e69e9391ba1\"\n    },\n    {\n      \"name\": \"site-overview\",\n      \"type\": \"skill-md\",\n      \"description\": \"Overview of airbyte.com marketing pages, product routes, and machine-readable discovery endpoints for agents.\",\n      \"url\": \"https://airbyte.com/.well-known/agent-skills/site-overview/SKILL.md\",\n      \"digest\": \"sha256:a5642c4e15b0e3e4891b89fdd13cbbda701a1a22ff3f2383b9b1be73b",
        "issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
        "schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
        "skillCount": 2,
        "validSkillCount": 2,
        "invalidSkills": [],
        "skills": [
          {
            "name": "api-access",
            "type": "skill-md",
            "description": "Obtain Airbyte Cloud API tokens via client credentials and call the public REST API.",
            "url": "https://airbyte.com/.well-known/agent-skills/api-access/SKILL.md",
            "digest": "sha256:d9ea662386b60d35c059026bfc0c94c9fcb784c210deee87c93e4e69e9391ba1"
          },
          {
            "name": "site-overview",
            "type": "skill-md",
            "description": "Overview of airbyte.com marketing pages, product routes, and machine-readable discovery endpoints for agents.",
            "url": "https://airbyte.com/.well-known/agent-skills/site-overview/SKILL.md",
            "digest": "sha256:a5642c4e15b0e3e4891b89fdd13cbbda701a1a22ff3f2383b9b1be73b222760c"
          }
        ]
      },
      "issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    },
    {
      "id": "skill-documents",
      "title": "Fetch advertised SKILL.md files",
      "status": "pass",
      "evidence": {
        "checkedCount": 2,
        "totalCount": 2,
        "checked": [
          {
            "url": "https://airbyte.com/.well-known/agent-skills/api-access/SKILL.md",
            "statusCode": 200,
            "contentType": "text/markdown; charset=UTF-8",
            "hasSkillHeading": true,
            "length": 652,
            "advertisedDigest": "sha256:d9ea662386b60d35c059026bfc0c94c9fcb784c210deee87c93e4e69e9391ba1",
            "actualDigest": "sha256:d9ea662386b60d35c059026bfc0c94c9fcb784c210deee87c93e4e69e9391ba1",
            "digestMatches": true
          },
          {
            "url": "https://airbyte.com/.well-known/agent-skills/site-overview/SKILL.md",
            "statusCode": 200,
            "contentType": "text/markdown; charset=UTF-8",
            "hasSkillHeading": true,
            "length": 974,
            "advertisedDigest": "sha256:a5642c4e15b0e3e4891b89fdd13cbbda701a1a22ff3f2383b9b1be73b222760c",
            "actualDigest": "sha256:a5642c4e15b0e3e4891b89fdd13cbbda701a1a22ff3f2383b9b1be73b222760c",
            "digestMatches": true
          }
        ]
      },
      "howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
    }
  ]
}

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to us",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--sm ab-marketing-btn--secondary-dark max-width-full-tablet\">Talk to us</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to sales",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-dark\">Talk to sales</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "talk to us",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-dark\">talk to us</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "talk to us",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--primary-dark\" target=\"_blank\" rel=\"noopener noreferrer\">talk to us</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to sales",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-purple\">Talk to sales</a>"
    },
    {
      "href": "/company/talk-to-sales",
      "text": "Talk to US",
      "html": "<a href=\"/company/talk-to-sales\" class=\"ab-marketing-btn ab-marketing-btn--md ab-marketing-btn--secondary-dark max-width-full-tablet\">Talk to US</a>"
    },
    {
      "href": "/company/about-us",
      "text": "About Airbyte",
      "html": "<a href=\"/company/about-us\" class=\"footer12_link\">About Airbyte</a>"
    },
    {
      "href": "/company/careers",
      "text": "Careers",
      "html": "<a href=\"/company/careers\" class=\"footer12_link\">Careers</a>"
    },
    {
      "href": "/company/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy\" class=\"footer12_link\">Privacy Policy</a>"
    },
    {
      "href": "/company/terms",
      "text": "Terms - Data Replication",
      "html": "<a href=\"/company/terms\" class=\"footer12_link\">Terms - Data Replication</a>"
    },
    {
      "href": "/company/terms-airbyte-agents",
      "text": "Terms - Airbyte Agents",
      "html": "<a href=\"/company/terms-airbyte-agents\" class=\"footer12_link\">Terms - Airbyte Agents</a>"
    },
    {
      "href": "https://www.linkedin.com/company/airbytehq/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/airbytehq/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"LinkedIn\" class=\"footer12_social-link w-inline-block\"><div class=\"icon-embed-xsmall w-embed\" aria-hidden=\"true\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" aria-hidden=\"true\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.5 3C3.67157 3 3 3.67157 3 4.5V19.5C3 20.3284 3.67157 21 4.5 21H19.5C20.3284 21 21 20.3284 21 19.5V4.5C21 3...."
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.airbyte.com/",
      "text": "Support Center",
      "html": "<a href=\"https://support.airbyte.com/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"footer12_link\">Support Center</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/company/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy\" class=\"footer12_link\">Privacy Policy</a>"
    },
    {
      "href": "/company/terms",
      "text": "Terms - Data Replication",
      "html": "<a href=\"/company/terms\" class=\"footer12_link\">Terms - Data Replication</a>"
    },
    {
      "href": "/company/terms-airbyte-agents",
      "text": "Terms - Airbyte Agents",
      "html": "<a href=\"/company/terms-airbyte-agents\" class=\"footer12_link\">Terms - Airbyte Agents</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

{
  "sectionCount": 14,
  "passing": 0,
  "failing": [
    {
      "heading": "Meet the Context Store",
      "headingHtml": "<h2 class=\"heading-style-h2\">Meet the Context Store</h2>",
      "firstParagraph": "Without context, agents make things up. Airbyte gives every agent a live, searchable index of your customers, deals, tickets, and conversations across your tools. Your agents stop guessing. They know.",
      "paragraphHtml": "<p class=\"text-color-content-muted\">Without context, agents make things up. Airbyte gives every agent a live, searchable index of your customers, deals, tickets, and conversations across your tools. Your agents stop guessing. They know.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "Better context. Faster agents.",
      "headingHtml": "<h2>Better context. Faster agents.</h2>",
      "firstParagraph": "From our open-source benchmarks comparing the Airbyte MCP with native MCPs and APIs from Salesforce, Gong, Slack, Linear, and Zendesk.",
      "paragraphHtml": "<p class=\"text-color-muted-light-bg\">From our open-source benchmarks comparing the Airbyte MCP with native MCPs and APIs from Salesforce, Gong, Slack, Linear, and Zendesk.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "80%",
      "headingHtml": "<h3 class=\"data-replication-stats_h1 is-dark-bg\">80%</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "40%",
      "headingHtml": "<h3 class=\"data-replication-stats_h1 is-dark-bg\">40%</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "90%",
      "headingHtml": "<h3 class=\"data-replication-stats_h1 is-dark-bg\">90%</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "What Airbyte unlocks for your agents",
      "headingHtml": "<h2 class=\"heading-style-h2\">What Airbyte unlocks for your agents</h2>",
      "firstParagraph": "They see your business the way you do: every system, every record, in real time.",
      "paragraphHtml": "<p class=\"text-color-content-muted\">They see your business the way you do: every system, every record, in real time.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "One foundation, three ways to build",
      "headingHtml": "<h2 class=\"heading-style-h2\">One foundation, three ways to build</h2>",
      "firstParagraph": "Turn any interface into an agent with full business context. Prompt Claude, ChatGPT, Cursor, and more through MCP, build custom agents with the SDK, or chat with our Automation builder. Every path starts with your data already connected, unified, and ready.",
      "paragraphHtml": "<p class=\"text-color-content-muted\">Turn any interface into an agent with full business context. Prompt Claude, ChatGPT, Cursor, and more through MCP, build custom agents with the SDK, or chat with our Automation builder. Every path starts with your data already connected, unified, and ready.</p>",
      "words": 41,
      "direct": false,
      "issue": "First paragraph is 41 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by AI leaders and Innovators",
      "headingHtml": "<h2 class=\"heading-style-h2\">Trusted by AI leaders and Innovators</h2>",
      "firstParagraph": "Product Manager at Drivepoint",
      "paragraphHtml": "<p data-animate=\"2\" class=\"paragraph_2-regular\">Product Manager at Drivepoint</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Build with the Agent SDK",
      "headingHtml": "<h2 class=\"heading-style-h2\">Build with the Agent SDK</h2>",
      "firstParagraph": "Connect with the SDK, plug into your existing stack, and ship agents with full programmatic control.",
      "paragraphHtml": "<p class=\"text-color-content-muted\">Connect with the SDK, plug into your existing stack, and ship agents with full programmatic control.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Works with your favorite frameworks",
      "headingHtml": "<h3 class=\"frameworks_h3\">Works with your favorite frameworks</h3>",
      "firstParagraph": "LangChain",
      "paragraphHtml": "<p class=\"text-weight-medium\">LangChain</p>",
      "words": 1,
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{
  "title": "The Context Layer for AI Agents | Airbyte",
  "h1": "The data and action layerfor AI agents.",
  "description": "Airbyte turns every source into a queryable Context Store, giving AI agents the live context they need to reason across systems.",
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      "text": "Meet the Context Store",
      "html": "<h2 class=\"heading-style-h2\">Meet the Context Store</h2>"
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    {
      "text": "Better context. Faster agents.",
      "html": "<h2>Better context. Faster agents.</h2>"
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    {
      "text": "What Airbyte unlocks for your agents",
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      "text": "One foundation, three ways to build",
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    {
      "text": "Trusted by AI leaders and Innovators",
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      "text": "Build context-aware agents in minutes.",
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      "html": "<h2 class=\"footer-h2\">Build with <span class=\"text-span-21\">Airbyte</span></h2>"
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      "label": "Is The Context Layer for AI Agents free or paid?",
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      "id": "compare",
      "label": "How does The Context Layer for AI Agents compare with alternatives?",
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  "score": 70,
  "weight": 8
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{
  "steps": [
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      "title": "Fetch to find resource",
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      "evidence": {
        "checked": [
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            "path": "/api/ai/context",
            "statusCode": 404,
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            "length": 110248
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            "path": "/api/context",
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            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 110248
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      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
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  "headings": [
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      "text": "Meet the Context Store",
      "html": "<h2 class=\"heading-style-h2\">Meet the Context Store</h2>"
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      "text": "Better context. Faster agents.",
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      "text": "What Airbyte unlocks for your agents",
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      "text": "One foundation, three ways to build",
      "html": "<h2 class=\"heading-style-h2\">One foundation, three ways to build</h2>"
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      "text": "Trusted by AI leaders and Innovators",
      "html": "<h2 class=\"heading-style-h2\">Trusted by AI leaders and Innovators</h2>"
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      "text": "Build with the Agent SDK",
      "html": "<h2 class=\"heading-style-h2\">Build with the Agent SDK</h2>"
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      "html": "<h2 class=\"oss-foundation-h2\">Built on the same OSS foundation that runs data for thousands of companies</h2>"
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      "html": "<h2 class=\"enterprise-ready_h2\">Enterprise ready</h2>"
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    {
      "text": "Build context-aware agents in minutes.",
      "html": "<h2 class=\"heading-style-h3\">Build context-aware agents in minutes.</h2>"
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    {
      "text": "Build with Airbyte",
      "html": "<h2 class=\"footer-h2\">Build with <span class=\"text-span-21\">Airbyte</span></h2>"
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{
  "failedStep": "agent-auth-block",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "pass",
      "evidence": {
        "path": "/auth.md",
        "ok": true,
        "statusCode": 200,
        "contentType": "text/markdown; charset=utf-8",
        "length": 1537,
        "validation": {
          "valid": true,
          "compatibleContentType": true,
          "contentLength": 1445,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": true,
          "hasAuthorizationServerLink": true,
          "mentionsIdentity": true,
          "mentionsCredential": true,
          "links": [
            "https://airbyte.com`",
            "https://api.airbyte.com`.",
            "https://cloud.airbyte.com/signup",
            "https://api.airbyte.com/v1/applications/token`",
            "https://airbyte.com/.well-known/oauth-protected-resource`",
            "https://airbyte.com/.well-known/oauth-authorization-server`",
            "https://airbyte.com/.well-known/api-catalog`",
            "https://docs.airbyte.com/developers/api-documentation",
            "https://airbyte.com/.well-known/oauth-protected-resource`"
          ],
          "rawExcerpt": "# auth.md — Airbyte agent registration\n\nThis document describes how AI agents obtain credentials for **Airbyte Cloud API** access. The marketing site (`https://airbyte.com`) is informational; tokens are issued by `https://api.airbyte.com`.\n\n## Audience\n\n- Automation agents integrating with Airbyte Cloud\n- MCP clients using Airbyte Agents / MCP Gateway\n\n## Registration\n\n1. Create an Airbyte Cloud organization: https://cloud.airbyte.com/signup\n2. In **Settings → Applications**, create an application to receive `client_id` and `client_secret`.\n3. Exchange credentials at the token endpoint (client credentials grant).\n\n## Token endpoint\n\n`POST https://api.airbyte.com/v1/applications/token`\n\n```json\n{\n  \"client_id\": \"<CLIENT_ID>\",\n  \"client_secret\": \"<CLIENT_SECRET>\",\n  \"grant-type\": \"client_cre"
        }
      },
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": true,
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8",
        "length": 247,
        "text": "{\"resource\":\"https://airbyte.com\",\"authorization_servers\":[\"https://airbyte.com\"],\"bearer_methods_supported\":[\"header\"],\"scopes_supported\":[\"api\"],\"resource_documentation\":\"https://airbyte.com/auth.md\",\"signup_uri\":\"https://app.airbyte.ai/signup\"}"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "issuer": "https://airbyte.com",
          "authorization_endpoint": "https://cloud.airbyte.com/signup",
          "token_endpoint": "https://api.airbyte.com/v1/applications/token",
          "registration_endpoint": "https://cloud.airbyte.com/signup",
          "jwks_uri": "https://api.airbyte.com/.well-known/jwks.json",
          "grant_types_supported": [
            "client_credentials"
          ],
          "response_types_supported": [
            "token"
          ],
          "token_endpoint_auth_methods_supported": [
            "client_secret_post"
          ],
          "scopes_supported": [
            "api"
          ],
          "agent_auth": {
            "skill": "https://airbyte.com/.well-known/agent-skills/index.json",
            "register_uri": "https://cloud.airbyte.com/signup",
            "identity_types_supported": [
              "anonymous",
              "verified_email"
            ],
            "methods": [
              {
                "type": "client_credentials",
                "description": "Create an Airbyte application in Cloud settings, then exchange client_id and client_secret at the token endpoint.",
                "documentation": "https://airbyte.com/auth.md"
              }
            ],
            "anonymous": {
              "credential_types_supported": [
                "none"
              ],
              "claim_uri": "https://airbyte.com/auth.md#anonymous"
            },
            "verified_email": {
              "assertion_types_supported": [
                "verified_email"
              ],
              "credential_types_supported": [
                "client_secret"
              ],
              "claim_uri": "https://cloud.airbyte.com/signup"
            }
          }
        },
        "rawExcerpt": "{\"issuer\":\"https://airbyte.com\",\"authorization_endpoint\":\"https://cloud.airbyte.com/signup\",\"token_endpoint\":\"https://api.airbyte.com/v1/applications/token\",\"registration_endpoint\":\"https://cloud.airbyte.com/signup\",\"jwks_uri\":\"https://api.airbyte.com/.well-known/jwks.json\",\"grant_types_supported\":[\"client_credentials\"],\"response_types_supported\":[\"token\"],\"token_endpoint_auth_methods_supported\":[\"client_secret_post\"],\"scopes_supported\":[\"api\"],\"agent_auth\":{\"skill\":\"https://airbyte.com/.well-known/agent-skills/index.json\",\"register_uri\":\"https://cloud.airbyte.com/signup\",\"identity_types_supported\":[\"anonymous\",\"verified_email\"],\"methods\":[{\"type\":\"client_credentials\",\"description\":\"Create an Airbyte application in Cloud settings, then exchange client_id and client_secret at the token endp",
        "issue": "OAuth authorization metadata did not include a usable agent_auth block. missing supported_identity_types; missing credential_types_supported; missing claim or revocation URL.",
        "hasAgentAuth": true,
        "registerUri": "https://cloud.airbyte.com/signup",
        "supportedIdentityTypes": [],
        "credentialTypesSupported": [],
        "registerUriIssues": [],
        "claimUrlIssues": [],
        "revocationUrlIssues": []
      },
      "issue": "OAuth authorization metadata did not include a usable agent_auth block. missing supported_identity_types; missing credential_types_supported; missing claim or revocation URL.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
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        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "oauth"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

{
  "steps": [
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      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

{
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        "path": "/.well-known/openid-configuration",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
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    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "missing": [],
        "endpointIssues": [],
        "issuer": "https://airbyte.com",
        "authorizationEndpoint": "https://cloud.airbyte.com/signup",
        "tokenEndpoint": "https://api.airbyte.com/v1/applications/token",
        "jwksUri": "https://api.airbyte.com/.well-known/jwks.json",
        "responseTypesSupported": [
          "token"
        ],
        "grantTypesSupported": [
          "client_credentials"
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        "idTokenSigningAlgValuesSupported": [
          "RS256"
        ],
        "rawExcerpt": "{\"issuer\":\"https://airbyte.com\",\"authorization_endpoint\":\"https://cloud.airbyte.com/signup\",\"token_endpoint\":\"https://api.airbyte.com/v1/applications/token\",\"jwks_uri\":\"https://api.airbyte.com/.well-known/jwks.json\",\"response_types_supported\":[\"token\"],\"grant_types_supported\":[\"client_credentials\"],\"subject_types_supported\":[\"public\"],\"id_token_signing_alg_values_supported\":[\"RS256\"],\"scopes_supported\":[\"openid\",\"api\"],\"token_endpoint_auth_methods_supported\":[\"client_secret_post\"]}"
      },
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    },
    {
      "id": "authorization-endpoint",
      "title": "Probe authorization endpoint with an authorization-code request",
      "status": "fail",
      "evidence": {
        "url": "https://cloud.airbyte.com/signup?response_type=token&client_id=can-agent-use-scanner&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Foauth%2Fcallback&scope=openid&state=can-agent-use-probe",
        "method": "GET",
        "statusCode": 200,
        "location": null,
        "contentType": "text/html",
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n  <head>\n    <meta charset=\"utf-8\">\n    <link rel=\"icon\" href=\"/favicon.ico\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n    <meta name=\"theme-color\" content=\"#000000\">\n    <meta\n      name=\"description\"\n      content=\"Airbyte is the tur"
      },
      "issue": "authorization_endpoint did not behave like an operational OAuth authorization endpoint.",
      "howToFix": "Implement an authorization endpoint that can process syntactically valid authorization requests, or remove it from discovery metadata until it exists."
    },
    {
      "id": "authorization-redirect-safety",
      "title": "Reject unregistered authorization redirects",
      "status": "pass",
      "evidence": {
        "url": "https://cloud.airbyte.com/signup?response_type=code&client_id=can-agent-use-unknown-client&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Fattacker-callback&scope=openid&state=can-agent-use-redirect-safety",
        "method": "GET",
        "statusCode": 200,
        "location": null,
        "redirectedToUntrusted": false,
        "contentType": "text/html",
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n  <head>\n    <meta charset=\"utf-8\">\n    <link rel=\"icon\" href=\"/favicon.ico\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n    <meta name=\"theme-color\" content=\"#000000\">\n    <meta\n      name=\"description\"\n      content=\"Airbyte is the tur"
      },
      "howToFix": "Validate client_id and registered redirect_uri values before redirecting. Return a direct OAuth error for invalid clients or redirect URIs."
    },
    {
      "id": "token-endpoint",
      "title": "Probe token endpoint with advertised grant type",
      "status": "pass",
      "evidence": {
        "url": "https://api.airbyte.com/v1/applications/token",
        "method": "POST",
        "grantType": "client_credentials",
        "statusCode": 400,
        "contentType": "application/json",
        "excerpt": "{\"message\":\"Bad Request\",\"_links\":{\"self\":{\"href\":\"/api/public/v1/applications/token\",\"templated\":false}},\"_embedded\":{\"errors\":[{\"message\":\"Failed to convert argument [applicationTokenRequestWithGrant] for value [null] due to: Cannot construct instance of `io.airbyte.publicApi.server.generated.mode"
      },
      "howToFix": "Support every advertised grant type enough to return a protocol-appropriate response, or stop advertising unsupported grants."
    },
    {
      "id": "jwks",
      "title": "Fetch and validate jwks_uri",
      "status": "fail",
      "evidence": {
        "jwksUri": "https://api.airbyte.com/.well-known/jwks.json",
        "statusCode": 401,
        "contentType": "application/json"
      },
      "issue": "jwks_uri did not return usable JWK entries for the advertised signing algorithms.",
      "howToFix": "Implement the advertised jwks_uri route with usable JWK metadata or remove it from discovery metadata until it exists."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "oauth"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

{
  "displayValue": "1 link found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

{
  "description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}

{
  "displayValue": "Est savings of 170 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 40
}

{
  "displayValue": "Total size was 3,408 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 3489519
}

{
  "displayValue": "Est savings of 100 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

{
  "checks": [
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 91,
      "displayValue": "120 ms",
      "numericValue": 124
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 90,
      "displayValue": "1.2 s",
      "numericValue": 1182
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 5.311912500000003
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 35,
      "displayValue": "2.7 s",
      "numericValue": 2719.787137434779
    },
    {
      "id": "server-response-time",
      "title": "Reduce initial server response time",
      "score": 0,
      "displayValue": "Root document took 1,970 ms",
      "numericValue": 1967
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 100,
      "displayValue": "1.3 s",
      "numericValue": 1310.7
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 90,
      "displayValue": "0.9 s",
      "numericValue": 922
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 99,
      "displayValue": "70 ms",
      "numericValue": 74
    }
  ]
}