AI뉴스  MCP 무제한 크롤링

MCP 무제한 크롤링

✔️ n8n + MCP + Claude로 “웹 데이터 크롤링 자동화”를 완성하는 실전 튜토리얼! 코딩 부담 없이 20 분 만에 나만의 웹 데이터 수집 에이전트를 구축해 보세요! 이번 영상에서는, n8n 워크플로로 사이트별 크롤링‧파싱을 자동화하고 MCP으로 크롤링 결과를 에이전트에 전달, Claude가 데이터를 요약‧분석해 기획·마케팅 인사이트까지 제공하는 전 과정을 공개합니다.

Dante Dante
Dec 18, 2022
MCP
MCP 무제한 크롤링
TABLE OF CONTENTS
웹 데이터 크롤링 자동화
참고 자료
1. 리뷰데이터 크롤링 서브 워크플로
2. MCP 서버 워크플로
3. Claude 설정 메뉴얼
1. Google Sheets MCP 설정
2. 쿠팡 리뷰 데이터 스크랩 MCP 설정

웹 데이터 크롤링 자동화

 
notion image
 
  • 왜 웹 데이터 크롤링을 자동화해야 할까요?
 
단 20분 만에, 코딩 부담 없이 자신만의 웹 데이터 수집 에이전트를 구축하는 방법을 알아보세요! 이 실전 튜토리얼에서는 n8n, MCP, 그리고 Claude의 강력한 조합을 사용하여 웹 데이터 크롤링 자동화를 완벽하게 완성하는 방법을 공개합니다. 이 과정을 자동화하면 시간과 노력을 절약하고 데이터를 수동으로 수집하는 대신 활용하는 데 집중할 수 있습니다.
 
  • 자동화 워크플로 전체 과정
 
이 가이드는 전체 자동화 과정을 안내합니다. 먼저, n8n 워크플로를 사용하여 웹 데이터의 초기 수집 단계인 웹사이트 크롤링과 필요한 정보 파싱을 자동화하는 방법을 배우게 됩니다. n8n은 다양한 웹사이트에서 필요한 정보를 추출하기 위한 시각적이고 유연한 방법을 제공합니다.
다음으로, MCP는 크롤링된 결과를 분석 에이전트로 원활하게 전송하는 역할을 하여 데이터 분석 다음 단계를 준비합니다.
마지막으로, AI 모델인 Claude가 나섭니다. MCP를 통해 전달된 데이터가 요약되고 분석됩니다. Claude는 가공되지 않은 데이터를 실행 가능한 인사이트로 변환하여 전략 기획 및 마케팅 노력에 유용한 정보를 제공하는 데 핵심적인 역할을 합니다.
 
  • 이 자동화 시스템의 주요 이점
 
n8n, MCP, Claude를 통합함으로써 강력하고 효율적인 데이터 수집 및 분석 파이프라인을 구축할 수 있습니다. 주요 이점으로는 복잡한 코딩의 필요성 제거, 데이터 수집 설정에 필요한 시간 대폭 단축, 그리고 분석된 웹 데이터로부터 직접적으로 가치 있는 비즈니스 인사이트 확보가 포함됩니다. 이 시스템은 기술적 배경이 없는 사람들도 웹 데이터의 힘을 활용할 수 있도록 지원합니다.
 
  • Conclusion
n8n, MCP, Claude를 활용한 웹 데이터 크롤링 자동화를 완성함으로써, 데이터 수집 과정을 간소화하고 전례 없는 편리함으로 전략적 인사이트를 확보할 수 있습니다. 이러한 노코드(no-code) 접근 방식은 강력한 데이터 도구에 대한 접근성을 높여, 견고한 데이터 분석 기반의 기획 및 마케팅에 있어 경쟁 우위를 제공합니다.

 

참고 자료

1. 리뷰데이터 크롤링 서브 워크플로

코드보기
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      "type": "n8n-nodes-base.executeCommand",
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      "position": [
        220,
        20
      ],
      "id": "74b71fc4-3bc3-42a8-8dd3-1a47b091a7df",
      "name": "Execute Command"
    },
    {
      "parameters": {
        "operation": "extractHtmlContent",
        "dataPropertyName": "stdout",
        "extractionValues": {
          "values": [
            {
              "key": "review",
              "cssSelector": ".sdp-review__article__list",
              "returnValue": "html",
              "returnArray": true
            }
          ]
        },
        "options": {}
      },
      "type": "n8n-nodes-base.html",
      "typeVersion": 1.2,
      "position": [
        1640,
        20
      ],
      "id": "e65a5022-2258-41c1-ac65-cd9e45dfd509",
      "name": "1차 파싱"
    },
    {
      "parameters": {
        "fieldToSplitOut": "review",
        "options": {}
      },
      "type": "n8n-nodes-base.splitOut",
      "typeVersion": 1,
      "position": [
        1860,
        20
      ],
      "id": "5847ad1e-37d0-4f8a-a0c1-6d935c9d571d",
      "name": "Split Out"
    },
    {
      "parameters": {
        "operation": "extractHtmlContent",
        "dataPropertyName": "review",
        "extractionValues": {
          "values": [
            {
              "key": "username",
              "cssSelector": ".sdp-review__article__list__info__user__name"
            },
            {
              "key": "productName",
              "cssSelector": ".sdp-review__article__list__info__product-info__name"
            },
            {
              "key": "rating",
              "cssSelector": ".sdp-review__article__list__info__product-info__star-orange",
              "returnValue": "attribute",
              "attribute": "data-rating"
            },
            {
              "key": "review",
              "cssSelector": ".sdp-review__article__list__review__content"
            },
            {
              "key": "survey",
              "cssSelector": ".sdp-review__article__list__survey"
            },
            {
              "key": "date",
              "cssSelector": ".sdp-review__article__list__info__product-info__reg-date"
            }
          ]
        },
        "options": {}
      },
      "type": "n8n-nodes-base.html",
      "typeVersion": 1.2,
      "position": [
        2080,
        20
      ],
      "id": "7dcf6f56-1462-42a2-ba95-73474e6b4eaa",
      "name": "2차 파싱"
    },
    {
      "parameters": {
        "jsCode": "return {\n  data : $input.all().map(e => Object.values(e.json)),\n  productNo: $('Loop Over Items').first().json.productNo\n}"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        2300,
        20
      ],
      "id": "09cdfdaf-3fa8-49ab-8665-e98e0d88573f",
      "name": "전처리"
    },
    {
      "parameters": {
        "method": "POST",
        "url": "=https://sheets.googleapis.com/v4/spreadsheets/1EAm3rTmvNl4ZRQkdYovUdfIYrrtseUr2dJlEihCISfI/values/{{ $json.productNo }}!A2:F2:append?valueInputOption=USER_ENTERED",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleSheetsOAuth2Api",
        "sendHeaders": true,
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/x-www-form-urlencoded"
            }
          ]
        },
        "sendBody": true,
        "contentType": "raw",
        "rawContentType": "application/json",
        "body": "={{ {\"values\" : $json.data } }}",
        "options": {}
      },
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        2520,
        20
      ],
      "id": "1aa68cdd-7fc0-4e3a-8efe-cb8b577ab495",
      "name": "리뷰 데이터 입력",
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "RPDt3rL1xfWaPW5s",
          "name": "Google Sheets account"
        }
      }
    },
    {
      "parameters": {
        "method": "POST",
        "url": "=https://sheets.googleapis.com/v4/spreadsheets/1EAm3rTmvNl4ZRQkdYovUdfIYrrtseUr2dJlEihCISfI/values/{{ $json.title }}!A1:F1:append?valueInputOption=USER_ENTERED",
        "authentication": "predefinedCredentialType",
        "nodeCredentialType": "googleSheetsOAuth2Api",
        "sendHeaders": true,
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/x-www-form-urlencoded"
            }
          ]
        },
        "sendBody": true,
        "contentType": "raw",
        "rawContentType": "application/json",
        "body": "={{ {\"values\" : [[\"username\", \"productName\",\t\"rating\",\t\"review\",\t\"survey\",\t\"date\"]] } }}",
        "options": {}
      },
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        440,
        -180
      ],
      "id": "efff43db-c213-4ef7-8b7c-d4bc41bc319d",
      "name": "리뷰 데이터 헤더 입력",
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "RPDt3rL1xfWaPW5s",
          "name": "Google Sheets account"
        }
      }
    },
    {
      "parameters": {
        "operation": "extractHtmlContent",
        "dataPropertyName": "stdout",
        "extractionValues": {
          "values": [
            {
              "key": "reviewCount",
              "cssSelector": ".sdp-review__article__list__hidden-rating",
              "returnValue": "html"
            }
          ]
        },
        "options": {}
      },
      "type": "n8n-nodes-base.html",
      "typeVersion": 1.2,
      "position": [
        440,
        20
      ],
      "id": "b23a0a56-05df-4658-a8b5-1bbdf5ea6b92",
      "name": "HTML"
    },
    {
      "parameters": {
        "jsCode": "const numbers = $input.first().json.reviewCount.match(/\\d+/g);\n\nconst sum = numbers.map(Number).reduce((a, b) => a+ b , 0);\n\nconst pageCount = parseInt(sum / 30) + 1;\n\nreturn {\n  pageNo : Array(pageCount).fill(1).map((_, i) => i + 1),\n  productNo : $('상품 번호 입력').first().json.productNo\n}"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        660,
        20
      ],
      "id": "203e5573-8631-4c7a-afd0-adbf5397e416",
      "name": "페이지수 계산"
    },
    {
      "parameters": {
        "executeOnce": false,
        "command": "=curl 'https://www.coupang.com/vp/product/reviews?productId={{ $json.productNo }}&page=&size=30&size=5&sortBy=ORDER_SCORE_ASC&ratings=&q=&viRoleCode=3&ratingSummary=true' \\\n  -H 'accept: */*' \\\n  -H 'accept-language: ko-KR,ko;q=0.9,en-US;q=0.8,en;q=0.7' \\\n  -H 'cache-control: no-cache' \\\n  -b 'PCID=17134864285659092236847; MARKETID=17134864285659092236847; _fbp=fb.1.1713486429371.779150919; gd1=Y; delivery_toggle=false; cf_clearance=fy0d7gC.LwnSWWKi3u8AqtjjuYGJFRBcn1dDXm0jbic-1726618118-1.2.1.1-XG4FN2rOhgk_DItwEd7KkKTn874ZbKzdpavkO9uEk4xX8TTwse7DX8f6TSJV_adVFWvKFzhsA.mglW0Om0P6JbsXrLClwunSvhrr8kiRTkUddX0i4WtQzbWY4HYMTldEWdo.oSudlCRavaXcyrV5XUFDEpHfkUPbcOccki_d6c47T6FKu5gPekeU6dgFsrk.QfNEutCe3gPUyj2rQovb0gIJ.NFIZGOik0TbP5niC3l0SPe_altcEhGckSACEEmuyVvjDIf3u3hXqcJG_FrbACFlzaQDLUw_GxLwrV.UejoSgBVJDSggFIKZYTq.HTnIcpNdqzh1cEzTeqWSNVSkRd1JmXNXy54whwrKDRYYUn1cXC7JCq13SnIDHxxFnTgLdLd6GGC0QocRPY5l_A9gfg; rememberme=true; x-coupang-accept-language=ko-KR; x-coupang-target-market=KR; 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baby-isWide=wide; web-session-id=dc3db872-6985-4fca-b391-bf308692fa54' \\\n  -H 'pragma: no-cache' \\\n  -H 'priority: u=1, i' \\\n  -H 'referer: https://www.coupang.com/vp/products/7856132617?itemId=21426210870&vendorItemId=88316309236&sourceType=srp_product_ads&clickEventId=096ca7f0-25cb-11f0-8f4f-95d41a1ed88b&korePlacement=15&koreSubPlacement=1&q=%EB%82%A8%EC%84%B1+%EC%8A%A4%ED%82%A8&itemsCount=36&searchId=51a6d0d92058873&rank=0&searchRank=0&isAddedCart=' \\\n  -H 'sec-ch-ua: \"Google Chrome\";v=\"135\", \"Not-A.Brand\";v=\"8\", \"Chromium\";v=\"135\"' \\\n  -H 'sec-ch-ua-mobile: ?0' \\\n  -H 'sec-ch-ua-platform: \"macOS\"' \\\n  -H 'sec-fetch-dest: empty' \\\n  -H 'sec-fetch-mode: cors' \\\n  -H 'sec-fetch-site: same-origin' \\\n  -H 'user-agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/135.0.0.0 Safari/537.36' \\\n  -H 'x-requested-with;'"
      },
      "type": "n8n-nodes-base.executeCommand",
      "typeVersion": 1,
      "position": [
        1420,
        20
      ],
      "id": "f9011e27-339a-403d-8ab0-5cd351a1b3d5",
      "name": "Execute Command1"
    },
    {
      "parameters": {
        "fieldToSplitOut": "pageNo",
        "include": "selectedOtherFields",
        "fieldsToInclude": "productNo",
        "options": {}
      },
      "type": "n8n-nodes-base.splitOut",
      "typeVersion": 1,
      "position": [
        880,
        20
      ],
      "id": "7878403f-540c-4217-b9c0-068206745dd0",
      "name": "Split Out1"
    },
    {
      "parameters": {
        "operation": "create",
        "documentId": {
          "__rl": true,
          "value": "1EAm3rTmvNl4ZRQkdYovUdfIYrrtseUr2dJlEihCISfI",
          "mode": "list",
          "cachedResultName": "상품 리뷰 DB",
          "cachedResultUrl": "https://docs.google.com/spreadsheets/d/1EAm3rTmvNl4ZRQkdYovUdfIYrrtseUr2dJlEihCISfI/edit?usp=drivesdk"
        },
        "title": "={{ $json.productNo }}",
        "options": {
          "index": 0
        }
      },
      "type": "n8n-nodes-base.googleSheets",
      "typeVersion": 4.5,
      "position": [
        220,
        -180
      ],
      "id": "b1e85105-b3f3-4fc2-9d5f-f3aeda64126e",
      "name": "시트 생성",
      "credentials": {
        "googleSheetsOAuth2Api": {
          "id": "RPDt3rL1xfWaPW5s",
          "name": "Google Sheets account"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "type": "n8n-nodes-base.splitInBatches",
      "typeVersion": 3,
      "position": [
        1140,
        20
      ],
      "id": "14e5bf9d-fe7d-4457-ad5b-c0da4d858803",
      "name": "Loop Over Items"
    },
    {
      "parameters": {
        "workflowInputs": {
          "values": [
            {
              "name": "productNo"
            }
          ]
        }
      },
      "type": "n8n-nodes-base.executeWorkflowTrigger",
      "typeVersion": 1.1,
      "position": [
        -400,
        -80
      ],
      "id": "9e2bf5f6-050a-4eba-948f-07a9a4f86184",
      "name": "When Executed by Another Workflow"
    },
    {
      "parameters": {
        "assignments": {
          "assignments": [
            {
              "id": "e0498870-2210-4968-b11f-4cc1cd9ef0cb",
              "name": "googleSheetUrl",
              "value": "=https://docs.google.com/spreadsheets/d/1EAm3rTmvNl4ZRQkdYovUdfIYrrtseUr2dJlEihCISfI",
              "type": "string"
            }
          ]
        },
        "options": {}
      },
      "type": "n8n-nodes-base.set",
      "typeVersion": 3.4,
      "position": [
        220,
        240
      ],
      "id": "c3e8d2a0-8baf-47a7-a500-715cc1019e6e",
      "name": "Edit Fields"
    },
    {
      "parameters": {
        "assignments": {
          "assignments": [
            {
              "id": "6ffa27c8-c2ec-4189-b140-1f181b2f1473",
              "name": "productNo",
              "value": "={{ $json.productNo }}",
              "type": "string"
            }
          ]
        },
        "options": {}
      },
      "type": "n8n-nodes-base.set",
      "typeVersion": 3.4,
      "position": [
        -120,
        -80
      ],
      "id": "19800dbd-e144-4803-9446-ac238a16fdd5",
      "name": "상품 번호 입력"
    }
  ],
  "pinData": {
    "When Executed by Another Workflow": [
      {
        "json": {
          "productNo": "7856132617"
        }
      }
    ]
  },
  "connections": {
    "Execute Command": {
      "main": [
        [
          {
            "node": "HTML",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "1차 파싱": {
      "main": [
        [
          {
            "node": "Split Out",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Split Out": {
      "main": [
        [
          {
            "node": "2차 파싱",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "2차 파싱": {
      "main": [
        [
          {
            "node": "전처리",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "전처리": {
      "main": [
        [
          {
            "node": "리뷰 데이터 입력",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "HTML": {
      "main": [
        [
          {
            "node": "페이지수 계산",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "페이지수 계산": {
      "main": [
        [
          {
            "node": "Split Out1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Split Out1": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Execute Command1": {
      "main": [
        [
          {
            "node": "1차 파싱",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "시트 생성": {
      "main": [
        [
          {
            "node": "리뷰 데이터 헤더 입력",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "리뷰 데이터 입력": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Loop Over Items": {
      "main": [
        [],
        [
          {
            "node": "Execute Command1",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "When Executed by Another Workflow": {
      "main": [
        [
          {
            "node": "상품 번호 입력",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "리뷰 데이터 헤더 입력": {
      "main": [
        []
      ]
    },
    "상품 번호 입력": {
      "main": [
        [
          {
            "node": "시트 생성",
            "type": "main",
            "index": 0
          },
          {
            "node": "Execute Command",
            "type": "main",
            "index": 0
          },
          {
            "node": "Edit Fields",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Edit Fields": {
      "main": [
        []
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "9632ee94-ce16-477d-93a0-fdd5a3a32307",
  "meta": {
    "templateCredsSetupCompleted": true,
    "instanceId": "b7fa3a3917b9829d954f3c12bc6521c63cd47a0eeab0efcb35b6d409fe14841d"
  },
  "id": "yY5FyRmo19CbX4a8",
  "tags": []
}

2. MCP 서버 워크플로

코드보기
{
  "name": "상품 리뷰 분석 MCP",
  "nodes": [
    {
      "parameters": {
        "path": "e607359c-b9a3-4024-8377-e273b7d149b9"
      },
      "type": "@n8n/n8n-nodes-langchain.mcpTrigger",
      "typeVersion": 1,
      "position": [
        -40,
        -60
      ],
      "id": "e8e108c9-f0c3-4424-ac86-f60260e094ab",
      "name": "MCP Server Trigger",
      "webhookId": "e607359c-b9a3-4024-8377-e273b7d149b9"
    },
    {
      "parameters": {
        "name": "Coupang_Product_Scraper",
        "description": "쿠팡의 상품의 리뷰 데이터를 스크랩해주는 도구",
        "workflowId": {
          "__rl": true,
          "value": "yY5FyRmo19CbX4a8",
          "mode": "list",
          "cachedResultName": "상품 리뷰데이터 스크랩"
        },
        "workflowInputs": {
          "mappingMode": "defineBelow",
          "value": {
            "productNo": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('productNo', `쿠팡 상품번호`, 'string') }}"
          },
          "matchingColumns": [
            "productNo"
          ],
          "schema": [
            {
              "id": "productNo",
              "displayName": "productNo",
              "required": false,
              "defaultMatch": false,
              "display": true,
              "canBeUsedToMatch": true,
              "type": "string",
              "removed": false
            }
          ],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        }
      },
      "type": "@n8n/n8n-nodes-langchain.toolWorkflow",
      "typeVersion": 2.1,
      "position": [
        160,
        180
      ],
      "id": "bd5f070d-40f2-4cf9-8b49-59d3acc30568",
      "name": "Call n8n Workflow Tool"
    }
  ],
  "pinData": {},
  "connections": {
    "Call n8n Workflow Tool": {
      "ai_tool": [
        [
          {
            "node": "MCP Server Trigger",
            "type": "ai_tool",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": true,
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "3e5a2ebb-6639-4948-9a4c-800e041b5a00",
  "meta": {
    "instanceId": "b7fa3a3917b9829d954f3c12bc6521c63cd47a0eeab0efcb35b6d409fe14841d"
  },
  "id": "CtK72sCdZlLijSdf",
  "tags": []
}

3. Claude 설정 메뉴얼

1. Google Sheets MCP 설정

Google Sheets MCP 설정 방법
  1. 먼저 Google Sheets MCP 패키지를 설치합니다:
npm install @mkummer225/google-sheets-mcp
  1. Google Cloud Console에서 프로젝트를 생성하고 Google Sheets API를 활성화합니다:
      • 새 프로젝트 생성
      • API 및 서비스 > 라이브러리에서 "Google Sheets API" 검색 후 활성화
      • 사용자 인증 정보 만들기 > OAuth 클라이언트 ID 선택
      • 애플리케이션 유형: 데스크톱 앱
      • 인증 정보 다운로드 (credentials.json)
  1. claude_desktop_config.json 파일에 Google Sheets MCP 설정을 추가합니다:
{
  "mcpServers": {
    "google-sheets-mcp": {
      "command": "node",
      "args": [
        "/path/to/google-sheets-mcp/dist/index.js"
      ]
    },
    ...
  }
}
  1. 처음 실행 시 OAuth 인증 과정을 완료해야 합니다:
      • MCP 서버가 시작되면 브라우저가 열리고 Google 계정으로 로그인
      • 권한 요청에 동의하면 토큰이 저장되어 이후 자동으로 인증됨
  1. n8n 워크플로우에서 Google Sheets MCP 도구를 사용하여 스프레드시트 데이터를 읽고 쓸 수 있습니다.

2. 쿠팡 리뷰 데이터 스크랩 MCP 설정

notion image
  • n8n 노드에서 MCP 서버 ID를 확인해서 claude mcp 설정 파일에 삽입합니다.
{
  ...
  "coupang-review-data-scraper": {
    "command": "npx",
    "args" : [
        "-y",
        "supergateway",
        "--sse",
        "http://localhost:5678/mcp/[YOUR_MCP_SERVER_ID]/sse"
    ]
  }
}
 
 
Dante
Dante
I'm a passionate blogger and content creator. I'm driven by a desire to share my knowledge and experiences with others, and I'm always looking for new ways to engage with my readers

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