Usar Explorium MCP y GPT-4.1 para enriquecer prospectos de Monday.com y redactar correos personalizados

Avanzado

Este es unLead Nurturing, Multimodal AIflujo de automatización del dominio deautomatización que contiene 28 nodos.Utiliza principalmente nodos como Set, Gmail, Webhook, MondayCom, ErrorTrigger. usoExplorium MCPyGPT-4.1丰富Monday.com潜在clientedatos并起草个性化correo electrónico

Requisitos previos
  • Cuenta de Google y credenciales de API de Gmail
  • Punto final de HTTP Webhook (n8n generará automáticamente)
  • Clave de API de OpenAI
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
  "meta": {
    "instanceId": "ca49a649cff334d4dc2badc0109f1718ecfce65b8ecc6e46df324506dd844436",
    "templateCredsSetupCompleted": true
  },
  "nodes": [
    {
      "id": "ebe35d8a-7a78-4a7d-ad60-9f294936266a",
      "name": "Investigador de Empresas",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -1696,
        464
      ],
      "parameters": {
        "text": "=Company name: {{ $json.company_name }}\nContact name: {{ $json.contact_name }}\nEmail address: {{ $json.email_address }}\nSpecial Comments from Salesperson: {{ $json.comments }}",
        "options": {
          "maxIterations": 12,
          "systemMessage": "=You are a research analyst helping a sales agent write a highly personalized inbound email. Your job is to generate a detailed research brief that explains:\n\n1. **What the company does**\n2. **What the recent business event is**, and why it's significant\n3. **How Automation might reflect on the company’s priorities, pain points, or growth goals**\n4. Any additional company or contact context that might be useful for crafting a relevant sales message\n\n## Guidelines:\n- Your response should be **detailed, structured, and accurate**\n- You are writing **for another AI**, so don't hold back on context — more is better\n- You can assume the contact already  know about 82Labs and it's capabilities, and more interested in knowing how to improve his KPIs and company using it's services.\n- Write in **natural language**, using clear, concise, informative sentences — not marketing fluff or speculation\n- Keep your tone objective and analytical\n- Avoid repeating generic phrases like “the company is innovative” unless supported by facts\n\n## Inputs:\n- From user prompt\n- From Explorium MCP tools\n\n## Output Structure:\nReturn your findings in 2-3 clear paragraphs. The first paragraph should describe the **main use case to solve in the company in detail** and explain why it may be relevant. The second should summarize what the **company does** and any other useful GTM signals (size, growth stage, recent changes, priorities, etc.).\n\nNow generate the research summary.\n"
        },
        "promptType": "define"
      },
      "typeVersion": 1.9
    },
    {
      "id": "8db06649-9557-438b-829b-1b40863e7e0e",
      "name": "Nota Adhesiva",
      "type": "n8n-nodes-base.stickyNote",
      "disabled": true,
      "position": [
        -1728,
        144
      ],
      "parameters": {
        "width": 480,
        "height": 832,
        "content": "## Reaserch Agent\nThis agent uses the [Explorium MCP](https://www.explorium.ai/mcp) and ChatGPT 4.1 to research the company and the contact"
      },
      "typeVersion": 1
    },
    {
      "id": "b9175f90-d231-46f7-876a-a2628b12169f",
      "name": "Responder a Webhook",
      "type": "n8n-nodes-base.respondToWebhook",
      "disabled": true,
      "position": [
        -1520,
        -48
      ],
      "parameters": {
        "options": {},
        "respondWith": "json",
        "responseBody": "={\n  \"challenge\": \"{{ $json.body.challenge }}\"\n}"
      },
      "typeVersion": 1.4
    },
    {
      "id": "3878db05-659f-455d-8d60-a2e15ee32339",
      "name": "Nota Adhesiva5",
      "type": "n8n-nodes-base.stickyNote",
      "disabled": true,
      "position": [
        -2224,
        -160
      ],
      "parameters": {
        "color": 5,
        "width": 460,
        "height": 1128,
        "content": "# AI Lead Enrichment for Monday.com with Explorium MCP and GPT-4.1\n\n## Created by: [Elay Guez](https://www.linkedin.com/in/elay-g)\n\n## Overview\nThis workflow automatically enriches company data when new leads are added to Monday.com and drafts personalized inbound emails suggesting AI solutions for every new lead.\n\n## Features\n- 🔍 **Company Research**: Uses [Explorium MCP](https://www.explorium.ai/mcp) for deep company intelligence\n- ✉️ **Email Generation**: Creates personalized outreach with GPT-4.1\n- 📊 **CRM Enrichment**: Adds AI solution recommendations to your Monday.com board\n- 🚀 **Fully Automated**: Triggers instantly when new leads arrive\n\n## Quick Setup\n1. **Connect** Monday.com Webhook using the \"Respond to Webhook\" node\n2. **Deactivate** the \"Respond to Webhook\" node after connection\n3. **Update** the context in System Messages for all AI Agents:\n   - Your company name and services\n   - Value proposition\n   - Target market details\n4. **Test** with a sample lead\n5. **Activate** and enjoy automated lead enrichment! 🎯\n\n## Requirements\n- Monday.com board with lead data\n- Explorium MCP API access\n- OpenAI API key (GPT-4.1)\n- Gmail account for drafts"
      },
      "typeVersion": 1
    },
    {
      "id": "33055d00-d826-4f74-8b87-20ebcbf09dfa",
      "name": "ChatGPT 4.1 - 2",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1200,
        416
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1",
          "cachedResultName": "gpt-4.1"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "KFAwjhWN2Hk6Vvhy",
          "name": "General - OpenAi"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "3fefcb4b-5003-43ff-8540-6a3955f6e5e4",
      "name": "ChatGPT 4.1 - 1",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1696,
        640
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1",
          "cachedResultName": "gpt-4.1"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "KFAwjhWN2Hk6Vvhy",
          "name": "General - OpenAi"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "c5e2c4ab-0662-4be3-91e5-fb070fcef5fe",
      "name": "Pensar - 2",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
      "position": [
        -1008,
        416
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "e2ce976b-68e6-46cc-af76-246f42f9ab22",
      "name": "Pensar - 1",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
      "position": [
        -1408,
        640
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "d21d9128-ac3e-46b6-a4b8-e6ee091fcf64",
      "name": "Explorium MCP",
      "type": "@n8n/n8n-nodes-langchain.mcpClientTool",
      "position": [
        -1520,
        640
      ],
      "parameters": {
        "sseEndpoint": "https://mcp.explorium.ai/sse",
        "authentication": "headerAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "7IpyObtiR0gosEZX",
          "name": "Elay - Explorium"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "16d61c90-287c-450e-bf18-b971066c0b14",
      "name": "Redactor de Correos",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -1152,
        240
      ],
      "parameters": {
        "text": "=### Context:\n\n## company data: {{ $('Company Researcher').first().json.output }}\n\n## contact full name: {{ $('Edit Fields').item.json.contact_name }}\n\n## Salesman comments: {{ $('Edit Fields').item.json.comments }}\n",
        "options": {
          "systemMessage": "You are a B2B inbound email assistant.\n\nYour task is to write a short, personalized inbound email for an inbound lead (under 120 words) that sells a solution specificly to the company. This email will be sent to a general marketing, growth, or data contact — no specific prospect information is available.\n\n## About 82Labs (Use as context — DO NOT paste directly):\n82 Labs delivers complex fullstack applications for web and mobile, powered by cutting-edge automation technologies including n8n and LangGraph. Official n8n lecturers with enterprise-grade expertise.\n\nIf relevant, you may mention that they can explore our website (https://www.82labs.io).\n\nDont forget to always end with a call to action in setting up some sort of call or meeting to talk further\n\n## Instructions:\n- Reference the event to establish relevance and timing\n- Briefly describe what the company does (from the input)\n- Weave in 82Labs’s value and how it is applicable to their business priorities\n- Suggest two AI Agents/ AI powered solutions based on your knoleadge\n- End with a warm, soft CTA\n- Make it personal, write \"Hi {first name}\" instead of \"Hello Team\". fill in the first name\n- The salesperson name is \"Elay\"\n- Use the thinking tool\n\nNow write the email."
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 2.2
    },
    {
      "id": "bf803704-e01a-4d80-adc5-0f5aefc02a85",
      "name": "Crear un borrador",
      "type": "n8n-nodes-base.gmail",
      "position": [
        -848,
        240
      ],
      "webhookId": "5e663ad9-ee30-45ea-8ef0-24e8244e8df1",
      "parameters": {
        "message": "={{ $json.output.email_content }}",
        "options": {
          "sendTo": "={{ $('Edit Fields').item.json.email_address }}"
        },
        "subject": "={{ $json.output.email_subject }}",
        "resource": "draft"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "ECo0cbrYhI5s4Btm",
          "name": "Elay - elayguez Gmail"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "166b7f9a-50fb-4a61-80cf-a43e12045d30",
      "name": "Obtener elemento",
      "type": "n8n-nodes-base.mondayCom",
      "position": [
        -1328,
        -48
      ],
      "parameters": {
        "limit": 1,
        "boardId": "2034551132",
        "columnId": "name",
        "resource": "boardItem",
        "operation": "getByColumnValue",
        "columnValue": "={{ $json.body.event.pulseName }}"
      },
      "credentials": {
        "mondayComApi": {
          "id": "A19PAalBfc58kjDP",
          "name": "Monday.com account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "f8c9a7d6-bcf2-4344-825f-d909ffef35ae",
      "name": "Editar Campos",
      "type": "n8n-nodes-base.set",
      "position": [
        -1152,
        -48
      ],
      "parameters": {
        "mode": "raw",
        "options": {},
        "jsonOutput": "={\n  \"company_name\": \"{{ $json.name }}\",\n  \"contact_name\": \"{{ $json.column_values[5].text }}\",\n  \"email_address\": \"{{ $json.column_values[6].text }}\",\n  \"comments\": \"{{ $json.column_values[10].text }}\"\n}\n"
      },
      "typeVersion": 3.4
    },
    {
      "id": "945c045e-d382-4f24-9fb8-51b3ed7946e7",
      "name": "Webhook",
      "type": "n8n-nodes-base.webhook",
      "position": [
        -1712,
        -48
      ],
      "webhookId": "76e1e0a6-495e-4ab6-ba56-b5746cbc4727",
      "parameters": {
        "path": "76e1e0a6-495e-4ab6-ba56-b5746cbc4727",
        "options": {},
        "httpMethod": "POST",
        "responseMode": "responseNode"
      },
      "typeVersion": 2.1
    },
    {
      "id": "53b36199-631c-4936-8fb1-861af29616bc",
      "name": "Nota Adhesiva1",
      "type": "n8n-nodes-base.stickyNote",
      "disabled": true,
      "position": [
        -1232,
        144
      ],
      "parameters": {
        "width": 784,
        "height": 400,
        "content": "## Draft Email Agent\nThis agent uses ChatGPT 4.1 to draft a personal inbound email"
      },
      "typeVersion": 1
    },
    {
      "id": "2cd04285-126a-4d86-8286-02d0fe453fd3",
      "name": "Nota Adhesiva4",
      "type": "n8n-nodes-base.stickyNote",
      "disabled": true,
      "position": [
        -1728,
        -160
      ],
      "parameters": {
        "width": 752,
        "height": 272,
        "content": "## Trigger Workflow and Organize Data\nUsing Monday.com webhook"
      },
      "typeVersion": 1
    },
    {
      "id": "44f650ee-e6c6-4810-a911-ce5c7c039c30",
      "name": "Nota Adhesiva2",
      "type": "n8n-nodes-base.stickyNote",
      "disabled": true,
      "position": [
        -1232,
        576
      ],
      "parameters": {
        "width": 784,
        "height": 400,
        "content": "## CRM Enrichment Agent\nThis agent uses ChatGPT 4.1 to enrich Monday.com CRM"
      },
      "typeVersion": 1
    },
    {
      "id": "da610c7d-25f3-4e84-afda-ab2a8343bf13",
      "name": "ChatGPT 4.1 - 3",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        -1200,
        848
      ],
      "parameters": {
        "model": {
          "__rl": true,
          "mode": "list",
          "value": "gpt-4.1",
          "cachedResultName": "gpt-4.1"
        },
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "KFAwjhWN2Hk6Vvhy",
          "name": "General - OpenAi"
        }
      },
      "typeVersion": 1.2
    },
    {
      "id": "fffff053-8555-4842-b113-3476fb3526a0",
      "name": "Enriquecimiento CRM",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -1152,
        672
      ],
      "parameters": {
        "text": "=### Context:\n\n## company data: {{ $('Company Researcher').first().json.output }}\n\n## contact full name: {{ $('Edit Fields').item.json.contact_name }}\n\n## Salesman comments: {{ $('Edit Fields').item.json.comments }}\n",
        "options": {
          "systemMessage": "You are a B2B professional assistant.\n\nYour task is to write a short, two sentences summary on the company and cotact, with options on how 82 labs can help him)\n\n## About 82Labs (Use as context):\n82 Labs delivers complex fullstack applications for web and mobile, powered by cutting-edge automation technologies including n8n and LangGraph. Official n8n lecturers with enterprise-grade expertise.\n\n## Instructions:\n- Briefly describe what the company does (from the input)\n- Suggest two AI Agents/ AI powered solutions based on your knoleadge\n- Use the thinking tool\n\nNow write the CRM Enrichement summary"
        },
        "promptType": "define",
        "hasOutputParser": true
      },
      "typeVersion": 2.2
    },
    {
      "id": "052fdb19-edbb-42b4-9a54-f3c5ddb3cd76",
      "name": "Disparador de Error",
      "type": "n8n-nodes-base.errorTrigger",
      "position": [
        -912,
        -48
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "7ef3b8a7-8b2e-4816-9533-46e85edb9c5c",
      "name": "Nota Adhesiva6",
      "type": "n8n-nodes-base.stickyNote",
      "disabled": true,
      "position": [
        -960,
        -160
      ],
      "parameters": {
        "width": 512,
        "height": 272,
        "content": "## Error Trigger\nSend an email to Admin"
      },
      "typeVersion": 1
    },
    {
      "id": "5cc6ad2a-4850-4b38-a109-02bc0b72558e",
      "name": "Pensar - 3",
      "type": "@n8n/n8n-nodes-langchain.toolThink",
      "position": [
        -1008,
        848
      ],
      "parameters": {},
      "typeVersion": 1.1
    },
    {
      "id": "d8469273-1088-4574-b2ec-20538c09f415",
      "name": "Enviar un mensaje",
      "type": "n8n-nodes-base.gmail",
      "position": [
        -688,
        -48
      ],
      "webhookId": "1850143d-bdb3-42a2-86e3-ac629b6e501f",
      "parameters": {
        "sendTo": "elay.g@82labs.io",
        "message": "={{ $json.output.email_content }}",
        "options": {},
        "subject": "=Error in the work"
      },
      "credentials": {
        "gmailOAuth2": {
          "id": "ECo0cbrYhI5s4Btm",
          "name": "Elay - elayguez Gmail"
        }
      },
      "typeVersion": 2.1
    },
    {
      "id": "6332c3bb-5f42-42c3-9b76-713d01f75797",
      "name": "Agregar actualización a elemento - 1",
      "type": "n8n-nodes-base.mondayCom",
      "position": [
        -688,
        240
      ],
      "parameters": {
        "value": "=\"\nDraft email from AI Agent was generated!\n\"",
        "itemId": "={{ $('Get item').item.json.id }}",
        "resource": "boardItem",
        "operation": "addUpdate"
      },
      "credentials": {
        "mondayComApi": {
          "id": "A19PAalBfc58kjDP",
          "name": "Monday.com account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "86610186-1990-4a5a-8015-df7106a11217",
      "name": "Agregar actualización a elemento - 2",
      "type": "n8n-nodes-base.mondayCom",
      "position": [
        -688,
        672
      ],
      "parameters": {
        "value": "=\"\nAI Agent Data Enrichement:\n\n{{ $json.output.crm_summary }}\n\n\n\"",
        "itemId": "={{ $('Get item').item.json.id }}",
        "resource": "boardItem",
        "operation": "addUpdate"
      },
      "credentials": {
        "mondayComApi": {
          "id": "A19PAalBfc58kjDP",
          "name": "Monday.com account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "d8fb3e8b-d8c9-45b1-b144-92662674853a",
      "name": "Nota Adhesiva3",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -1712,
        800
      ],
      "parameters": {
        "color": 3,
        "width": 448,
        "content": "## Note: Please update the context in the System Messages for all of the Agents"
      },
      "typeVersion": 1
    },
    {
      "id": "961d277e-3b51-456d-9c88-5582566c74a3",
      "name": "Analizador de Salida Estructurada - 2",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        -880,
        416
      ],
      "parameters": {
        "jsonSchemaExample": "{\n\t\"email_subject\": \"\",\n\t\"email_content\": \"\"\n}"
      },
      "typeVersion": 1.3
    },
    {
      "id": "3f4306ac-891a-4ae0-80e9-2dd1f033de46",
      "name": "Analizador de Salida Estructurada - 3",
      "type": "@n8n/n8n-nodes-langchain.outputParserStructured",
      "position": [
        -864,
        848
      ],
      "parameters": {
        "jsonSchemaExample": "{\n\t\"crm_summary\": \"\"\n}"
      },
      "typeVersion": 1.3
    }
  ],
  "pinData": {},
  "connections": {
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Preguntas frecuentes

¿Cómo usar este flujo de trabajo?

Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.

¿En qué escenarios es adecuado este flujo de trabajo?

Avanzado - Nutrición de leads, IA Multimodal

¿Es de pago?

Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.

Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos28
Categoría2
Tipos de nodos12
Descripción de la dificultad

Adecuado para usuarios avanzados, flujos de trabajo complejos con 16+ nodos

Autor
Elay Guez

Elay Guez

@elay96

Finance related n8n Builder

Enlaces externos
Ver en n8n.io

Compartir este flujo de trabajo

Categorías

Categorías: 34