Workflow: Code Manual Automation

Workflow Details

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{
    "id": "D2RkoPZlkKFRUrNu",
    "meta": {
        "instanceId": "885b4fb4a6a9c2cb5621429a7b972df0d05bb724c20ac7dac7171b62f1c7ef40",
        "templateCredsSetupCompleted": true
    },
    "name": "LinkedIn Web Scraping with Bright Data MCP Server & Google Gemini",
    "tags": [
        {
            "id": "ZOwtAMLepQaGW76t",
            "name": "Building Blocks",
            "createdAt": "2025-04-13T15:23:40.462Z",
            "updatedAt": "2025-04-13T15:23:40.462Z"
        },
        {
            "id": "ddPkw7Hg5dZhQu2w",
            "name": "AI",
            "createdAt": "2025-04-13T05:38:08.053Z",
            "updatedAt": "2025-04-13T05:38:08.053Z"
        }
    ],
    "nodes": [
        {
            "id": "68715d64-ce99-4e23-81ed-fe8f7d08ebd7",
            "name": "When clicking \u2018Test workflow\u2019",
            "type": "n8n-nodes-base.manualTrigger",
            "position": [
                -640,
                -50
            ],
            "parameters": [],
            "typeVersion": 1
        },
        {
            "id": "e0295397-2926-4964-8be5-c0341de29a02",
            "name": "Sticky Note1",
            "type": "n8n-nodes-base.stickyNote",
            "position": [
                -260,
                -420
            ],
            "parameters": {
                "color": 3,
                "width": 440,
                "height": 320,
                "content": "## Bright Data LinkedIn Person Scraper"
            },
            "typeVersion": 1
        },
        {
            "id": "cdf42164-569e-4140-9847-4751d69c6b7b",
            "name": "Set the URLs",
            "type": "n8n-nodes-base.set",
            "position": [
                -200,
                -300
            ],
            "parameters": {
                "options": [],
                "assignments": {
                    "assignments": [
                        {
                            "id": "214e61a0-3587-453f-baf5-eac013990857",
                            "name": "url",
                            "type": "string",
                            "value": "https:\/\/www.linkedin.com\/in\/ranjan-dailata\/"
                        },
                        {
                            "id": "45014942-0a2e-4f46-b395-f82f97bfa93e",
                            "name": "webhook_url",
                            "type": "string",
                            "value": "https:\/\/webhook.site\/ce41e056-c097-48c8-a096-9b876d3abbf7"
                        }
                    ]
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        {
            "id": "5769fce6-bcd7-4a13-b992-cd6d955a2cf1",
            "name": "Bright Data MCP Client For LinkedIn Person",
            "type": "n8n-nodes-mcp.mcpClient",
            "notes": "Scrape a single webpage URL with advanced options for content extraction and get back the results in MarkDown language.",
            "position": [
                20,
                -300
            ],
            "parameters": {
                "toolName": "web_data_linkedin_person_profile",
                "operation": "executeTool",
                "toolParameters": "={\n   \"url\": \"{{ $json.url }}\"\n} "
            },
            "credentials": {
                "mcpClientApi": {
                    "id": "JtatFSfA2kkwctYa",
                    "name": "MCP Client (STDIO) account"
                }
            },
            "notesInFlow": true,
            "typeVersion": 1
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            "name": "Sticky Note",
            "type": "n8n-nodes-base.stickyNote",
            "position": [
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                -60
            ],
            "parameters": {
                "color": 4,
                "width": 440,
                "height": 320,
                "content": "## Bright Data LinkedIn Company Scraper"
            },
            "typeVersion": 1
        },
        {
            "id": "69afab25-32c6-4849-b2f9-4a2b25657c37",
            "name": "List all tools for Bright Data",
            "type": "n8n-nodes-mcp.mcpClient",
            "position": [
                -420,
                50
            ],
            "parameters": [],
            "credentials": {
                "mcpClientApi": {
                    "id": "JtatFSfA2kkwctYa",
                    "name": "MCP Client (STDIO) account"
                }
            },
            "typeVersion": 1
        },
        {
            "id": "feb16a2b-fdf7-49d4-bcd5-848ccaf66639",
            "name": "Bright Data MCP Client For LinkedIn Company",
            "type": "n8n-nodes-mcp.mcpClient",
            "notes": "Scrape a single webpage URL with advanced options for content extraction and get back the results in MarkDown language.",
            "position": [
                20,
                50
            ],
            "parameters": {
                "toolName": "web_data_linkedin_company_profile",
                "operation": "executeTool",
                "toolParameters": "={\n   \"url\": \"{{ $json.url }}\"\n} "
            },
            "credentials": {
                "mcpClientApi": {
                    "id": "JtatFSfA2kkwctYa",
                    "name": "MCP Client (STDIO) account"
                }
            },
            "notesInFlow": true,
            "typeVersion": 1
        },
        {
            "id": "e5117eb1-a757-4c28-965e-87ea03213ed1",
            "name": "Set the LinkedIn Company URL",
            "type": "n8n-nodes-base.set",
            "position": [
                -200,
                50
            ],
            "parameters": {
                "options": [],
                "assignments": {
                    "assignments": [
                        {
                            "id": "214e61a0-3587-453f-baf5-eac013990857",
                            "name": "url",
                            "type": "string",
                            "value": "https:\/\/www.linkedin.com\/company\/bright-data\/"
                        },
                        {
                            "id": "45014942-0a2e-4f46-b395-f82f97bfa93e",
                            "name": "webhook_url",
                            "type": "string",
                            "value": "https:\/\/webhook.site\/ce41e056-c097-48c8-a096-9b876d3abbf7"
                        }
                    ]
                }
            },
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        },
        {
            "id": "99f45d7f-ad79-4ffc-8299-c71bd870f8fb",
            "name": "Webhook for LinkedIn Company Web Scraper",
            "type": "n8n-nodes-base.httpRequest",
            "position": [
                1060,
                40
            ],
            "parameters": {
                "url": "={{ $('Set the LinkedIn Company URL').item.json.webhook_url }}",
                "options": [],
                "jsonBody": "={\n  \"about\": {{ JSON.stringify($json.about[0]) }},\n \"story\": {{ JSON.stringify($json.company_story[0]) }}\n}",
                "sendBody": true,
                "specifyBody": "json"
            },
            "typeVersion": 4.20000000000000017763568394002504646778106689453125
        },
        {
            "id": "5dfd2630-17d9-4a13-8cd6-57a564ef4a26",
            "name": "LinkedIn Data Extractor",
            "type": "@n8n\/n8n-nodes-langchain.informationExtractor",
            "position": [
                240,
                200
            ],
            "parameters": {
                "text": "=Write a complete story of the provided company information in JSON. Use the following Company info to produce a story or a blog post. Make sure to incorporate all the provided company context.\n\nHere's the Company Info in JSON - {{ $json.input }}",
                "options": {
                    "systemPromptTemplate": "You are an expert data formatter"
                },
                "attributes": {
                    "attributes": [
                        {
                            "name": "company_story",
                            "required": true,
                            "description": "Detailed Company Info"
                        }
                    ]
                }
            },
            "typeVersion": 1
        },
        {
            "id": "d1927c08-5ded-4b0b-b60b-bed126040d38",
            "name": "Google Gemini Chat Model",
            "type": "@n8n\/n8n-nodes-langchain.lmChatGoogleGemini",
            "position": [
                328,
                420
            ],
            "parameters": {
                "options": [],
                "modelName": "models\/gemini-2.0-flash-exp"
            },
            "credentials": {
                "googlePalmApi": {
                    "id": "YeO7dHZnuGBVQKVZ",
                    "name": "Google Gemini(PaLM) Api account"
                }
            },
            "typeVersion": 1
        },
        {
            "id": "0de1d200-c35a-41df-b512-8b97b92f14db",
            "name": "List all available tools for Bright Data",
            "type": "n8n-nodes-mcp.mcpClient",
            "position": [
                -420,
                -300
            ],
            "parameters": [],
            "credentials": {
                "mcpClientApi": {
                    "id": "JtatFSfA2kkwctYa",
                    "name": "MCP Client (STDIO) account"
                }
            },
            "typeVersion": 1
        },
        {
            "id": "3f884694-b8f3-478a-b1a3-f46326a0c96f",
            "name": "Code",
            "type": "n8n-nodes-base.code",
            "position": [
                318,
                -100
            ],
            "parameters": {
                "jsCode": "jsonContent = JSON.parse($input.first().json.result.content[0].text) \nreturn jsonContent\n"
            },
            "typeVersion": 2
        },
        {
            "id": "67036198-4d7d-42d9-93cf-ffc65649bae0",
            "name": "Merge",
            "type": "n8n-nodes-base.merge",
            "position": [
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                50
            ],
            "parameters": [],
            "typeVersion": 3.100000000000000088817841970012523233890533447265625
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        {
            "id": "77423290-bd08-4dc8-9f37-cf8fec9f6a63",
            "name": "Aggregate",
            "type": "n8n-nodes-base.aggregate",
            "position": [
                836,
                50
            ],
            "parameters": {
                "options": [],
                "fieldsToAggregate": {
                    "fieldToAggregate": [
                        {
                            "fieldToAggregate": "about"
                        },
                        {
                            "fieldToAggregate": "output.company_story"
                        }
                    ]
                }
            },
            "typeVersion": 1
        },
        {
            "id": "91d25405-afb3-4ed6-b8fa-52ab64a654e2",
            "name": "Create a binary data for LinkedIn person info extract",
            "type": "n8n-nodes-base.function",
            "position": [
                320,
                -500
            ],
            "parameters": {
                "functionCode": "items[0].binary = {\n  data: {\n    data: new Buffer(JSON.stringify(items[0].json, null, 2)).toString('base64')\n  }\n};\nreturn items;"
            },
            "typeVersion": 1
        },
        {
            "id": "3e74c49e-eb31-43b1-b8e1-ed960bd83ca1",
            "name": "Write the LinkedIn person info to disk",
            "type": "n8n-nodes-base.readWriteFile",
            "position": [
                520,
                -500
            ],
            "parameters": {
                "options": [],
                "fileName": "d:\\LinkedIn-Person.json",
                "operation": "write"
            },
            "typeVersion": 1
        },
        {
            "id": "f92b3505-2af6-42aa-bf4b-8b7b6cb97364",
            "name": "Create a binary data for LinkedIn company info extract",
            "type": "n8n-nodes-base.function",
            "position": [
                1000,
                -180
            ],
            "parameters": {
                "functionCode": "items[0].binary = {\n  data: {\n    data: new Buffer(JSON.stringify(items[0].json, null, 2)).toString('base64')\n  }\n};\nreturn items;"
            },
            "typeVersion": 1
        },
        {
            "id": "6ed1402b-4858-4311-bede-f0b8f28acb9f",
            "name": "Write the LinkedIn company info to disk",
            "type": "n8n-nodes-base.readWriteFile",
            "position": [
                1220,
                -180
            ],
            "parameters": {
                "options": [],
                "fileName": "d:\\LinkedIn-Company.json",
                "operation": "write"
            },
            "typeVersion": 1
        },
        {
            "id": "335efc2b-80e3-4fac-b31f-82fff4ac4e65",
            "name": "Webhook for LinkedIn Person Web Scraper",
            "type": "n8n-nodes-base.httpRequest",
            "position": [
                318,
                -300
            ],
            "parameters": {
                "url": "={{ $('Set the URLs').item.json.webhook_url }}",
                "options": [],
                "sendBody": true,
                "bodyParameters": {
                    "parameters": [
                        {
                            "name": "response",
                            "value": "={{ $json.result.content[0].text }}"
                        }
                    ]
                }
            },
            "typeVersion": 4.20000000000000017763568394002504646778106689453125
        }
    ],
    "active": false,
    "pinData": [],
    "settings": {
        "executionOrder": "v1"
    },
    "versionId": "35815900-1729-40c7-b128-778eabb62ec1",
    "connections": {
        "Code": {
            "main": [
                [
                    {
                        "node": "Merge",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Merge": {
            "main": [
                [
                    {
                        "node": "Aggregate",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Aggregate": {
            "main": [
                [
                    {
                        "node": "Webhook for LinkedIn Company Web Scraper",
                        "type": "main",
                        "index": 0
                    },
                    {
                        "node": "Create a binary data for LinkedIn company info extract",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Set the URLs": {
            "main": [
                [
                    {
                        "node": "Bright Data MCP Client For LinkedIn Person",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "LinkedIn Data Extractor": {
            "main": [
                [
                    {
                        "node": "Merge",
                        "type": "main",
                        "index": 1
                    }
                ]
            ]
        },
        "Google Gemini Chat Model": {
            "ai_languageModel": [
                [
                    {
                        "node": "LinkedIn Data Extractor",
                        "type": "ai_languageModel",
                        "index": 0
                    }
                ]
            ]
        },
        "Set the LinkedIn Company URL": {
            "main": [
                [
                    {
                        "node": "Bright Data MCP Client For LinkedIn Company",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "List all tools for Bright Data": {
            "main": [
                [
                    {
                        "node": "Set the LinkedIn Company URL",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "When clicking \u2018Test workflow\u2019": {
            "main": [
                [
                    {
                        "node": "List all available tools for Bright Data",
                        "type": "main",
                        "index": 0
                    },
                    {
                        "node": "List all tools for Bright Data",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Webhook for LinkedIn Person Web Scraper": {
            "main": [
                []
            ]
        },
        "List all available tools for Bright Data": {
            "main": [
                [
                    {
                        "node": "Set the URLs",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Bright Data MCP Client For LinkedIn Person": {
            "main": [
                [
                    {
                        "node": "Webhook for LinkedIn Person Web Scraper",
                        "type": "main",
                        "index": 0
                    },
                    {
                        "node": "Create a binary data for LinkedIn person info extract",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Bright Data MCP Client For LinkedIn Company": {
            "main": [
                [
                    {
                        "node": "Code",
                        "type": "main",
                        "index": 0
                    },
                    {
                        "node": "LinkedIn Data Extractor",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Create a binary data for LinkedIn person info extract": {
            "main": [
                [
                    {
                        "node": "Write the LinkedIn person info to disk",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        },
        "Create a binary data for LinkedIn company info extract": {
            "main": [
                [
                    {
                        "node": "Write the LinkedIn company info to disk",
                        "type": "main",
                        "index": 0
                    }
                ]
            ]
        }
    }
}
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