AutomationFlowsGeneral › Automated Web Browsing & Extraction with Airtop and Ai-prompted Queries

Automated Web Browsing & Extraction with Airtop and Ai-prompted Queries

ByLuciano Gutierrez @koresoluciones on n8n.io

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Event trigger★★★☆☆ complexityAI-powered13 nodesMcp TriggerAirtop Tool
General Trigger: Event Nodes: 13 Complexity: ★★★☆☆ AI nodes: yes Added:

This workflow corresponds to n8n.io template #6710 — we link there as the canonical source.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json
{
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "62854eee-81a6-4fe0-93c0-8512192edbf2",
      "name": "MCP Server Trigger",
      "type": "@n8n/n8n-nodes-langchain.mcpTrigger",
      "position": [
        -224,
        -80
      ],
      "parameters": {
        "path": "airtop"
      },
      "typeVersion": 2
    },
    {
      "id": "a4a3e250-9439-4d03-a716-61d086ae41d7",
      "name": "Create a session in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        -352,
        176
      ],
      "parameters": {
        "profileName": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Profile_Name', `nome do perfil de navegacao no airtop`, 'string') }}",
        "timeoutMinutes": "=10",
        "additionalFields": {},
        "saveProfileOnTermination": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Save_Profile', ``, 'boolean') }}"
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "ecf44f10-acac-4eab-84b2-08cae6857348",
      "name": "Terminate a session in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        -176,
        192
      ],
      "parameters": {
        "operation": "terminate",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', `id da sesao criada `, 'string') }}"
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "c2d54596-b120-4126-9dd3-01f28506b6aa",
      "name": "Wait for a download in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        0,
        192
      ],
      "parameters": {
        "operation": "waitForDownload",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "additionalFields": {}
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "500f0089-97bf-49e6-8309-a93e73e4d9bb",
      "name": "Click an element in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        176,
        192
      ],
      "parameters": {
        "resource": "interaction",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "additionalFields": {},
        "elementDescription": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Element_Description', ``, 'string') }}"
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "e8cb67ab-4b27-442a-87c1-d1c95da567cd",
      "name": "Scroll on page in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        336,
        192
      ],
      "parameters": {
        "resource": "interaction",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "operation": "scroll",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "scrollWithin": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Scrollable_Area', ``, 'string') }}",
        "scrollToElement": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Element_Description', ``, 'string') }}",
        "additionalFields": {}
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "48450240-2764-4654-8aa7-1529d72ecf0a",
      "name": "Fill form in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        496,
        192
      ],
      "parameters": {
        "formData": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Form_Data', ``, 'string') }}",
        "resource": "interaction",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "operation": "fill",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}"
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "8a58b8ad-dd20-4cee-a86e-382de52165cc",
      "name": "Query page in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        672,
        192
      ],
      "parameters": {
        "prompt": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt', ``, 'string') }}",
        "resource": "extraction",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "operation": "query",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "additionalFields": {}
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "c7202080-a50f-4497-941a-c55dfe908dd0",
      "name": "Query page with pagination in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        848,
        176
      ],
      "parameters": {
        "prompt": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt', ``, 'string') }}",
        "resource": "extraction",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "additionalFields": {}
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "976a008d-b5f3-4d01-940d-d3881002e8dc",
      "name": "Take screenshot in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        -544,
        192
      ],
      "parameters": {
        "resource": "window",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "operation": "takeScreenshot",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "outputImageAsBinary": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Output_Binary_Image', ``, 'boolean') }}"
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f99ab906-ab7e-41d6-bbcf-05a1b21f7bfe",
      "name": "Load a page in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        -720,
        192
      ],
      "parameters": {
        "url": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('URL', ``, 'string') }}",
        "resource": "window",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "operation": "load",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "additionalFields": {}
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "576d693b-f347-4b43-81a2-9833e426ecf4",
      "name": "Create a window in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        -880,
        192
      ],
      "parameters": {
        "url": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('URL', ``, 'string') }}",
        "resource": "window",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}",
        "getLiveView": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Get_Live_View', ``, 'boolean') }}",
        "additionalFields": {}
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "6bd67a5f-73d7-48de-a017-d25dec94ba89",
      "name": "Close a window in Airtop",
      "type": "n8n-nodes-base.airtopTool",
      "position": [
        48,
        320
      ],
      "parameters": {
        "resource": "window",
        "windowId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Window_ID', ``, 'string') }}",
        "operation": "close",
        "sessionId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Session_ID', ``, 'string') }}"
      },
      "credentials": {
        "airtopApi": {
          "name": "<your credential>"
        }
      },
      "typeVersion": 1
    }
  ],
  "connections": {
    "Fill form in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Query page in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Load a page in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Close a window in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Scroll on page in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Create a window in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Take screenshot in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Click an element in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Create a session in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Terminate a session in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Wait for a download in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    },
    "Query page with pagination in Airtop": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  }
}

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About this workflow

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Source: https://n8n.io/workflows/6710/ — original creator credit. Request a take-down →

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