{
  "doc": {
    "id": "accessibility/connect-and-extend/overview",
    "title": "Connect & extend Cypress Accessibility",
    "description": "Ways to get Cypress Accessibility results out of Cypress Cloud and into your own files, pipelines, AI workflows, and reporting systems.",
    "section": "accessibility",
    "source_path": "/llm/markdown/accessibility/connect-and-extend/overview.md",
    "version": "8f1d7083a0ee75fbf631bb4680201f11875a483c",
    "updated_at": "2026-09-01T18:01:49.310Z",
    "headings": [
      {
        "id": "accessibility/connect-and-extend/overview#connect-extend",
        "text": "Connect & extend",
        "level": 1
      },
      {
        "id": "accessibility/connect-and-extend/overview#ways-to-get-your-data",
        "text": "Ways to get your data",
        "level": 2
      },
      {
        "id": "accessibility/connect-and-extend/overview#which-should-i-use",
        "text": "Which should I use?",
        "level": 2
      }
    ]
  },
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            "type": "text",
            "value": "Connect & extend"
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        ]
      },
      {
        "type": "paragraph",
        "children": [
          {
            "type": "text",
            "value": "Cypress Accessibility results don't have to stay in Cypress Cloud. This section covers the ways to get a run's results out—into a file, a CI check, an AI agent, or a reporting system—so you can analyze, act on, and integrate them wherever you already work."
          }
        ]
      },
      {
        "type": "heading",
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        "children": [
          {
            "type": "text",
            "value": "Ways to get your data"
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                    "type": "text",
                    "value": "Method"
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                ]
              },
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                "children": [
                  {
                    "type": "text",
                    "value": "Best for"
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                ]
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                  {
                    "type": "text",
                    "value": "Interface"
                  }
                ]
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            ]
          },
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                    "url": "/llm/markdown/accessibility/connect-and-extend/download-reports.md",
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                      {
                        "type": "text",
                        "value": "Download report"
                      }
                    ]
                  }
                ]
              },
              {
                "type": "tableCell",
                "children": [
                  {
                    "type": "text",
                    "value": "A one-off, manual export of a single run's violations for offline analysis, sharing, or AI agents."
                  }
                ]
              },
              {
                "type": "tableCell",
                "children": [
                  {
                    "type": "text",
                    "value": "`.csv` or `.json` file"
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                ]
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            ]
          },
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            "children": [
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                "type": "tableCell",
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                    "url": "/llm/markdown/accessibility/connect-and-extend/results-api.md",
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                        "type": "text",
                        "value": "Results API"
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                ]
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                    "type": "text",
                    "value": "Automated pass/fail checks in CI—assert on results and block pull requests."
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              },
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                "children": [
                  {
                    "type": "text",
                    "value": "Node module (`@cypress/extract-cloud-results`)"
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          },
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                        "value": "Cypress Cloud MCP"
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              },
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                "children": [
                  {
                    "type": "text",
                    "value": "Live, interactive querying by AI agents while you work in your editor."
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                "children": [
                  {
                    "type": "text",
                    "value": "MCP tools"
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                        "value": "Data Extract API"
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                "children": [
                  {
                    "type": "text",
                    "value": "Bulk analytics and trends across projects and over time, pulled into BI or a data warehouse."
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                    "value": "API and Enterprise Reporting downloads"
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                    "value": "Webhooks (coming soon)"
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                    "type": "text",
                    "value": "Automatically pushing results to other systems as each run completes."
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                "children": [
                  {
                    "type": "text",
                    "value": "—"
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            "type": "text",
            "value": "Which should I use?"
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                    "type": "text",
                    "value": "Grab a single run's results right now — use the "
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                  {
                    "type": "text",
                    "value": " button. No setup, and the file works offline with any tool or AI agent."
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                    "value": "Enforce a standard in CI — use the "
                  },
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                    "children": [
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                    "value": " to assert on a run's results and "
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                    "url": "/llm/markdown/accessibility/guides/block-pull-requests.md",
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                        "value": "block pull requests"
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                  },
                  {
                    "type": "text",
                    "value": " that don't meet it."
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                    "value": "Work with an AI agent — a "
                  },
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                    "url": "/llm/markdown/accessibility/work-with-ai-agents.md#Work-with-a-downloaded-report",
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                  },
                  {
                    "type": "text",
                    "value": " gives an agent the full dataset at once, while "
                  },
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                    "value": " lets it query results live. See "
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        "children": [
          {
            "type": "text",
            "value": "Webhooks are coming soon. We're working on a way to push Cypress Accessibility results to your own systems automatically as runs complete, so you can integrate them without polling an API. This page will be updated when it's available."
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        ]
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