This workflow follows the Agent → Agenttool recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
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{
"updatedAt": "2025-11-23T23:31:36.000Z",
"createdAt": "2025-10-28T11:16:48.501Z",
"id": "UqqwiulJSquUie3W",
"name": "61- Free Secretery_MCP",
"active": false,
"isArchived": false,
"nodes": [
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"leftValue": "={{ $json.message.text }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
},
"id": "35588a02-6475-400d-b869-da05d7ed0f3a"
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Text"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "83b9e800-99d0-4e31-8032-ae81aebe86d1",
"leftValue": "={{ $json.message.voice }}",
"rightValue": "",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Audio"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "3ab7184b-65ec-4ca5-a250-667667999220",
"leftValue": "={{ $json.message.photo[0] }}",
"rightValue": "",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Image"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.2,
"position": [
-80,
80
],
"id": "e28b0f7b-6f49-4c7c-af2c-a17b5e5d1980",
"name": "Switch"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "2f35809b-3889-4ef7-a8d5-a4d934842631",
"name": "Text",
"value": "={{ $json.message.text }}",
"type": "string"
},
{
"id": "20b39541-487e-4ce9-9596-67ec3978cc0e",
"name": "message.chat.id",
"value": "ID",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
464,
-80
],
"id": "c3d6efc6-3c90-4008-a027-b051d8a95ae7",
"name": "Text"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "2f35809b-3889-4ef7-a8d5-a4d934842631",
"name": "Text",
"value": "={{ $json.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
960,
96
],
"id": "5adfd392-1ab8-4ee6-963a-cbc3079db719",
"name": "Voice"
},
{
"parameters": {
"content": "# Text\n",
"height": 176,
"width": 1024,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
128,
-112
],
"typeVersion": 1,
"id": "bbeff8b1-27e1-48a4-beb3-1760bf78c6c3",
"name": "Sticky Note"
},
{
"parameters": {
"content": "# Voice\n",
"height": 176,
"width": 1024,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
128,
80
],
"typeVersion": 1,
"id": "d5125f04-5ac7-4ac6-b135-1da56e5bbffa",
"name": "Sticky Note1"
},
{
"parameters": {
"content": "# Image\n",
"height": 272,
"width": 1024,
"color": 3
},
"type": "n8n-nodes-base.stickyNote",
"position": [
128,
288
],
"typeVersion": 1,
"id": "a8962adb-5538-490f-b899-57a189473c81",
"name": "Sticky Note2"
},
{
"parameters": {
"content": "# Inputs\n",
"height": 720,
"width": 1520
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-288,
-128
],
"typeVersion": 1,
"id": "9a0286bd-c008-47c3-bffc-8549b310d036",
"name": "Sticky Note3"
},
{
"parameters": {
"promptType": "define",
"text": "={{ $json.Text }}",
"options": {
"systemMessage": "=time is {{ $now.toString() }}\nYou are the Parent Orchestrator Agent. Your job is to route and coordinate all incoming messages (text, voice, image, or API inputs) to the correct sub-agent or processing tool.\nThe current date and time is {{ $now.toString() }}.\n\nTools\n\nThink \u2192 Evaluate intent and decide which agent should handle the task.\n\nE-Mails Agent \u2192 Handles email-related queries: sending, replying, or managing inbox.\n\nCalendar Agent \u2192 Manages scheduling, retrieving, updating, or deleting calendar events. Handles Event IDs automatically (fetches from calendar before delete/update).\n\nWeb Search Agent \u2192 Fetches information from the internet (Google Search, Wikipedia, Hacker News).\n\nSocial Media Agent \u2192 Creates or manages posts on platforms like Twitter/X.\n\nRules\n\nRoute all inputs based on intent and context.\n\nUse Think when unsure which agent should handle a task.\n\nAlways return responses in simple, clear text (no Markdown, HTML, or emojis).\n\nConfirm every completed action: emails sent, events created/updated/deleted, posts published.\n\nKeep responses short, direct, and natural \u2014 like a helpful assistant.\n\nCalendar Management Rules \u2013 Auto Event ID Handling\n\nIf the user asks to delete, update, or reschedule an event:\n\nMatch events by title and approximate date/time, not Event ID.\n\nFetch Event ID automatically from the Get Many Events node.\n\nIf multiple events match, act on all matching events (or the most recent/upcoming one if specified).\n\nDo not ask the user for Event ID.\n\nIf a new time/date is mentioned, automatically delete or replace the old event.\n\nAlways confirm clearly, e.g.:\n\nOld event 'visite hassan' deleted. New event scheduled for November 4, 2025, from 9:00 AM to 11:00 AM.\n\nInstructions\n\nReceive the processed input (transcribed text, analyzed image, or direct message).\n\nDetermine intent using Think.\n\nRoute the task to the correct agent:\n\nE-Mails Agent\n\nCalendar Agent\n\nWeb Search Agent\n\nSocial Media Agent\n\nFor Calendar tasks:\n\nUse Get Many Events to find Event IDs.\n\nPerform delete/update actions automatically without asking the user.\n\nCreate new events as requested.\n\nSummarize results and return in simple plain text.\n\nExamples\n\n1\ufe0f\u20e3 Input:\n\nWhat\u2019s on my calendar tomorrow?\n\n\nAction: Calendar Agent \u2192 Retrieve events.\nOutput:\n\nYou have 2 events tomorrow: 10 AM \u2013 Project Review, 2 PM \u2013 Client Call.\n\n\n2\ufe0f\u20e3 Input:\n\nSend an email to Sarah about the meeting.\n\n\nAction: E-Mails Agent \u2192 Draft and send.\nOutput:\n\nEmail sent to Sarah. Subject: Meeting Update.\n\n\n3\ufe0f\u20e3 Input:\n\nSearch the latest AI news.\n\n\nAction: Web Search Agent \u2192 Fetch info.\nOutput:\n\nLatest AI news: OpenAI just announced a new API feature for developers.\n\n\n4\ufe0f\u20e3 Input:\n\nPost on Twitter: Excited about our new product launch!\n\n\nAction: Social Media Agent \u2192 Publish post.\nOutput:\n\nTweet posted: 'Excited about our new product launch!'\n\n\n5\ufe0f\u20e3 Input:\n\nDelete visite hassan for now and add it after 7 days at the same time.\n\n\nAction:\n\nFetch Event ID(s) for the most recent \u201cvisite hassan\u201d.\n\nDelete those events.\n\nCreate a new \u201cvisite hassan\u201d event 7 days later.\nOutput:\n\nOld event 'visite hassan' deleted. New event scheduled for November 4, 2025, from 9:00 AM to 11:00 AM."
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 2.1,
"position": [
1456,
-48
],
"id": "0c5f88ae-d3d8-4d5e-bfc2-1d989cbfed83",
"name": "Orchestrator Agent",
"retryOnFail": false
},
{
"parameters": {
"content": "# Text\n\n",
"height": 176,
"width": 576,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2144,
32
],
"typeVersion": 1,
"id": "f395b319-38a5-40cf-93e1-1fb6f00ac0ee",
"name": "Sticky Note4"
},
{
"parameters": {
"content": "# Text\n\n",
"height": 176,
"width": 576,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2144,
240
],
"typeVersion": 1,
"id": "b3c3b2d0-46fe-44e3-9ca4-7c9e3f94ffa2",
"name": "Sticky Note5"
},
{
"parameters": {
"content": "# Output\n",
"height": 720,
"width": 800
},
"type": "n8n-nodes-base.stickyNote",
"position": [
2000,
-128
],
"typeVersion": 1,
"id": "a5d17732-e59f-4e83-9133-f0d010d87f14",
"name": "Sticky Note6"
},
{
"parameters": {},
"type": "@n8n/n8n-nodes-langchain.toolThink",
"typeVersion": 1.1,
"position": [
1888,
416
],
"id": "bcc55e95-4b48-4877-8708-5a2b740c5d32",
"name": "Think"
},
{
"parameters": {
"content": "# Orchestrator Agent\n\n",
"height": 720,
"width": 736,
"color": 5
},
"type": "n8n-nodes-base.stickyNote",
"position": [
1248,
-144
],
"typeVersion": 1,
"id": "457c4dd8-0b71-4cd2-b94c-3f736e82e89b",
"name": "Sticky Note7"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.toolSerpApi",
"typeVersion": 1,
"position": [
1040,
1488
],
"id": "2244808f-ed70-4717-8f1c-f80ce75234f3",
"name": "Google Search",
"credentials": {
"serpApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {},
"type": "@n8n/n8n-nodes-langchain.toolWikipedia",
"typeVersion": 1,
"position": [
864,
1488
],
"id": "9bb0d6ee-ee8d-4d7d-aa9e-f3a8c815e8e8",
"name": "Wikipedia"
},
{
"parameters": {
"articleId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Article_ID', ``, 'string') }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.hackerNewsTool",
"typeVersion": 1,
"position": [
704,
1472
],
"id": "524e8a24-5027-41fb-99b8-30125dc0b8bd",
"name": "Get an article in Hacker News"
},
{
"parameters": {
"content": "# Web Search Agent\n\n",
"height": 496,
"width": 1520,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-32,
1152
],
"typeVersion": 1,
"id": "c93c09e3-8382-4700-83ba-33a60dd0b814",
"name": "Sticky Note8"
},
{
"parameters": {
"calendar": {
"__rl": true,
"value": "abdellahkrimo13@gmail.com",
"mode": "list",
"cachedResultName": "abdellahkrimo13@gmail.com"
},
"start": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Start', ``, 'string') }}",
"end": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('End', ``, 'string') }}",
"useDefaultReminders": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Use_Default_Reminders', ``, 'boolean') }}",
"additionalFields": {
"attendees": [],
"description": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Description', ``, 'string') }}",
"summary": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Summary', ``, 'string') }}"
}
},
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.3,
"position": [
1328,
928
],
"id": "07ab6068-bbd8-43b6-a612-7360e6c0e73d",
"name": "Create an event",
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "delete",
"calendar": {
"__rl": true,
"value": "abdellahkrimo13@gmail.com",
"mode": "list",
"cachedResultName": "abdellahkrimo13@gmail.com"
},
"eventId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Event_ID', ``, 'string') }}",
"options": {
"sendUpdates": "all"
}
},
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.3,
"position": [
1696,
960
],
"id": "4e2cc604-7f35-4424-893c-64646853e3be",
"name": "Delete an event",
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "getAll",
"calendar": {
"__rl": true,
"value": "abdellahkrimo13@gmail.com",
"mode": "list",
"cachedResultName": "abdellahkrimo13@gmail.com"
},
"returnAll": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Return_All', ``, 'boolean') }}",
"timeMin": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('After', ``, 'string') }}",
"timeMax": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Before', ``, 'string') }}",
"options": {}
},
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.3,
"position": [
1824,
976
],
"id": "ac7739ba-17cd-4025-90d4-a5642725a199",
"name": "Get Many Events",
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "update",
"calendar": {
"__rl": true,
"value": "abdellahkrimo13@gmail.com",
"mode": "list",
"cachedResultName": "abdellahkrimo13@gmail.com"
},
"eventId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Event_ID', ``, 'string') }}",
"updateFields": {}
},
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.3,
"position": [
1984,
944
],
"id": "2acc2d37-8ae4-4e10-b3b0-32350d7807ee",
"name": "Update Events",
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sendTo": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('To', ``, 'string') }}",
"subject": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Subject', ``, 'string') }}",
"emailType": "text",
"message": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message', ``, 'string') }}",
"options": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.gmailTool",
"typeVersion": 2.1,
"position": [
368,
960
],
"id": "f09a173c-5de4-46ca-983e-ded0bf9f307e",
"name": "Send a message",
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "getAll",
"returnAll": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Return_All', ``, 'boolean') }}",
"simple": false,
"filters": {},
"options": {}
},
"type": "n8n-nodes-base.gmailTool",
"typeVersion": 2.1,
"position": [
528,
960
],
"id": "91036a77-5eab-4cd4-86f2-f3a6252ba3d2",
"name": "Get many e-mails",
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "markAsRead",
"messageId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message_ID', ``, 'string') }}"
},
"type": "n8n-nodes-base.gmailTool",
"typeVersion": 2.1,
"position": [
688,
960
],
"id": "0829af19-f405-4bcc-a6d6-8c77b5079fdd",
"name": "Mark as read",
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "markAsUnread",
"messageId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message_ID', ``, 'string') }}"
},
"type": "n8n-nodes-base.gmailTool",
"typeVersion": 2.1,
"position": [
896,
960
],
"id": "c891916f-cddf-47ae-9bb3-e072bfb48ebe",
"name": "Mark as unread",
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "reply",
"messageId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message_ID', ``, 'string') }}",
"emailType": "text",
"message": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Message', ``, 'string') }}",
"options": {}
},
"type": "n8n-nodes-base.gmailTool",
"typeVersion": 2.1,
"position": [
1072,
960
],
"id": "9631d8ec-48d8-4fd4-9f63-1272ef923cb3",
"name": "Reply to e-mail",
"credentials": {
"gmailOAuth2": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"content": "# E-Mail Agent\n\n\n",
"height": 496,
"width": 1520,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-288,
624
],
"typeVersion": 1,
"id": "b105892e-6ee5-412d-866a-65d5ed8627d5",
"name": "Sticky Note9"
},
{
"parameters": {
"content": "# Calender Agent\n\n\n",
"height": 496,
"width": 1568,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"position": [
1264,
624
],
"typeVersion": 1,
"id": "53f236de-42ac-469b-8c13-cc096cba3c00",
"name": "Sticky Note10"
},
{
"parameters": {
"path": "emails"
},
"type": "@n8n/n8n-nodes-langchain.mcpTrigger",
"typeVersion": 2,
"position": [
544,
720
],
"id": "c9825ee4-5b2e-408f-a496-95d6372e1424",
"name": "MCP Server Trigger"
},
{
"parameters": {
"path": "calendar"
},
"type": "@n8n/n8n-nodes-langchain.mcpTrigger",
"typeVersion": 2,
"position": [
1376,
720
],
"id": "0a34d74e-99fe-4e88-b7e2-11a9c06ef30b",
"name": "MCP Server Trigger1",
"disabled": true
},
{
"parameters": {
"path": "websearch"
},
"type": "@n8n/n8n-nodes-langchain.mcpTrigger",
"typeVersion": 2,
"position": [
720,
1232
],
"id": "2d140661-4692-4ef9-8e5f-133c39e13f8a",
"name": "MCP Server Trigger2"
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"contextWindowLength": 50
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
-16,
944
],
"id": "1ea65436-78b3-4204-9394-5cdbd900e536",
"name": "Simple Memory1"
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"contextWindowLength": 50
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
2352,
880
],
"id": "6c7e440b-a35b-4b9d-8e25-445e8896ff02",
"name": "Simple Memory2"
},
{
"parameters": {
"endpointUrl": "http://localhost:5678/mcp/emails",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"typeVersion": 1.1,
"position": [
160,
944
],
"id": "e4f3d561-c905-41b0-9470-8cea7d6a7f1c",
"name": "MCP Email Client"
},
{
"parameters": {
"endpointUrl": "http://localhost:5678/mcp/calendar",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"typeVersion": 1.1,
"position": [
2592,
800
],
"id": "83fbc6c0-866c-4c8c-a26c-9ac80c996323",
"name": "MCP Calendar Client"
},
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.2,
"position": [
-256,
96
],
"id": "30fb1b22-77c6-4510-9675-ab475ca5b581",
"name": "Telegram Trigger",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.from.id }}",
"text": "={{ $json.output }}",
"additionalFields": {
"appendAttribution": false,
"parse_mode": "HTML"
}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
2320,
48
],
"id": "785b100f-1d66-49de-8c37-bcafdc320477",
"name": "Send a text message",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "sendAudio",
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"binaryData": true,
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
2592,
256
],
"id": "95d28883-dadd-4649-ba2c-131e3ad2aa72",
"name": "Send an audio file",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.photo[2].file_id }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
320,
368
],
"id": "0b8382a3-fdfb-4bd8-8930-6252cb1ad6ad",
"name": "Get an Image",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.voice.file_id }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
272,
96
],
"id": "c12e2c3d-70b8-42c2-83bb-f21b9932a3e7",
"name": "Get a Voice",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"contextWindowLength": 50
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
96,
1472
],
"id": "7059d3a4-cf2c-4004-9eaa-8be3c9ac0d4a",
"name": "Simple Memory3"
},
{
"parameters": {
"endpointUrl": "http://localhost:5678/mcp/websearch",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"typeVersion": 1.1,
"position": [
288,
1472
],
"id": "0c924e15-3ed3-449e-abf6-1ff14a77bf22",
"name": "MCP Search Client"
},
{
"parameters": {
"toolDescription": "AI Agent can Call this tool if you want to do something with calendar.",
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {
"systemMessage": "=You are a helpful assistant, The current date and time is {{ $now.toString() }}\nYou are the Calendar Agent. Your job is to handle all calendar requests (create, delete, update, reschedule).\n\nRules for Event Actions (delete, update, reschedule):\n\n1. Do NOT ask the user for Event ID.\n2. When a user says \"delete this event\", \"update this event\", or similar:\n a. Extract the event name (and optionally the approximate time) from the user message.\n b. Call the \"Get Many Events\" node with a relevant time range.\n c. Search through the returned events for a match by title (and approximate time if available).\n d. Automatically get the Event ID of the matched event.\n e. Pass this Event ID to the Delete or Update node.\n3. Perform the action (delete, update, or reschedule) using the Event ID.\n4. Return a clear confirmation in plain text, e.g.:\n - \"Old event 'visite hassan' deleted.\"\n - \"Event 'visite hassan' updated. New time: START \u2013 END.\"\n5. If multiple events match, act on the most recent/upcoming one.\n6. Always return plain text, concise and clear, no complex formatting.\n\nExample:\n\nUser Input: \"Delete this event\"\nFlow:\n- Extract event name: \"visite hassan\"\n- Get events from calendar\n- Match by title \u2192 get Event ID\n- Delete event using Event ID\nOutput: \"Old event 'visite hassan' deleted.\"\n"
}
},
"type": "@n8n/n8n-nodes-langchain.agentTool",
"typeVersion": 2.2,
"position": [
2208,
672
],
"id": "d816cf9f-6f67-48e8-a342-d467da4ad6cf",
"name": "Calendar Agent"
},
{
"parameters": {
"toolDescription": "AI Agent can Call this tool if you want to do something with E-mails.",
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {
"systemMessage": "=You are a helpful assistant, The current date and time is {{ $now.toString() }}"
}
},
"type": "@n8n/n8n-nodes-langchain.agentTool",
"typeVersion": 2.2,
"position": [
16,
720
],
"id": "ae9d123a-94d2-4b9a-a374-756c70e49b28",
"name": "E-Mail Agent"
},
{
"parameters": {
"toolDescription": "AI Agent can Call this tool if you want to do something with E-mails.",
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {
"systemMessage": "You are a helpful assistant, The current date and time is {{ $now.toString() }}"
}
},
"type": "@n8n/n8n-nodes-langchain.agentTool",
"typeVersion": 2.2,
"position": [
128,
1248
],
"id": "e68d4dfb-23f5-4e08-9f16-1ff1b1107f69",
"name": "Web Search Agent",
"notesInFlow": false,
"notes": "efdre"
},
{
"parameters": {
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 2
},
"conditions": [
{
"id": "48ce1a29-e1a9-45b2-874b-e83fbf804787",
"leftValue": "={{ $('Telegram Trigger').item.json.message.text }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "exists",
"singleValue": true
}
}
],
"combinator": "and"
},
"options": {}
},
"type": "n8n-nodes-base.if",
"typeVersion": 2.2,
"position": [
1856,
0
],
"id": "b7678cce-1500-423b-91cd-b20128c49070",
"name": "If"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "02b044cf-399d-4d80-b0b5-e7102670bdc5",
"name": "Text",
"value": "={{ $json.content }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
960,
368
],
"id": "7bcdb604-1641-4482-ae83-0934ffcfc5bf",
"name": "Edit Fields"
},
{
"parameters": {
"resource": "image",
"operation": "analyze",
"modelId": {
"__rl": true,
"value": "gpt-4o-mini",
"mode": "list",
"cachedResultName": "GPT-4O-MINI"
},
"inputType": "base64",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.8,
"position": [
560,
368
],
"id": "912c73db-8ca0-46e1-bd40-496278a499e2",
"name": "Analyze image",
"disabled": true
},
{
"parameters": {
"resource": "audio",
"operation": "transcribe",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.8,
"position": [
464,
96
],
"id": "d277f162-f772-4b41-bb2a-6eef36b756c4",
"name": "Transcribe a recording",
"disabled": true
},
{
"parameters": {
"resource": "audio",
"input": "={{ $json.output }}",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 1.8,
"position": [
2256,
256
],
"id": "3154a308-b359-41d1-8b00-fdb0219c05a4",
"name": "Generate audio",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"disabled": true
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
1328,
368
],
"id": "f59bb05f-46da-4005-84a7-48d171b960d1",
"name": "Google Gemini Chat Model",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
2160,
864
],
"id": "f9c7d5c7-2c26-48ae-aaca-7ace383dd347",
"name": "Google Gemini Chat Model1",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
-192,
944
],
"id": "a5477954-3b81-4b56-a8fc-fa94c44cad36",
"name": "Google Gemini Chat Model2",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"typeVersion": 1,
"position": [
-80,
1472
],
"id": "80f0b1ac-284d-4e69-ae74-804babe13e7f",
"name": "Google Gemini Chat Model3",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"url": "http://api.voicerss.org",
"sendQuery": true,
"queryParameters": {
"parameters": [
{
"name": "key",
"value": "e529ed32530e461ca82de116a6919fa8"
},
{
"name": "hl",
"value": "en-us"
},
{
"name": "src",
"value": "={{ $json.output }}"
},
{
"name": "c",
"value": "mp3"
},
{
"name": "f",
"value": "44khz_16bit_stereo"
}
]
},
"options": {
"response": {
"response": {
"responseFormat": "file",
"outputPropertyName": "data.mp3"
}
}
}
},
"type": "n8n-nodes-base.httpRequest",
"typeVersion": 4.2,
"position": [
2432,
256
],
"id": "5944a5d3-32bd-4b3f-816d-8879d2cf434b",
"name": "voicerss.org"
},
{
"parameters": {
"resource": "audio",
"modelId": {
"__rl": true,
"value": "models/gemini-2.5-flash",
"mode": "list",
"cachedResultName": "models/gemini-2.5-flash"
},
"inputType": "binary",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"typeVersion": 1,
"position": [
672,
96
],
"id": "1db2f1f8-47e7-4abb-b572-d3b389f4c67c",
"name": "Transcribe a recording1",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "image",
"operation": "analyze",
"modelId": {
"__rl": true,
"value": "models/gemini-2.5-flash",
"mode": "list",
"cachedResultName": "models/gemini-2.5-flash"
},
"inputType": "binary",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.googleGemini",
"typeVersion": 1,
"position": [
768,
368
],
"id": "841f357a-621e-4d49-a051-dcbdccd99adb",
"name": "Analyze an image",
"credentials": {
"googlePalmApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"operation": "getAll",
"calendar": {
"__rl": true,
"value": "abdellahkrimo13@gmail.com",
"mode": "list",
"cachedResultName": "abdellahkrimo13@gmail.com"
},
"returnAll": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Return_All', ``, 'boolean') }}",
"timeMin": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('After', ``, 'string') }}",
"timeMax": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Before', ``, 'string') }}",
"options": {
"fields": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Fields', ``, 'string') }}"
}
},
"type": "n8n-nodes-base.googleCalendarTool",
"typeVersion": 1.3,
"position": [
1488,
960
],
"id": "c1f84ae7-18c9-4cc8-b15a-5d12d0cff64e",
"name": "Get many events in Google Calendar",
"credentials": {
"googleCalendarOAuth2Api": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"contextWindowLength": 50
},
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.3,
"position": [
1536,
432
],
"id": "fa7ffd76-81fe-4c93-8f77-48b46288675c",
"name": "Simple Memory"
},
{
"parameters": {
"outputFieldName": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Output_Field_Name', ``, 'string') }}",
"options": {}
},
"type": "n8n-nodes-base.dateTimeTool",
"typeVersion": 2,
"position": [
1680,
336
],
"id": "c4982f92-048f-4058-982f-c6b00aa5fada",
"name": "Date & Time"
},
{
"parameters": {
"includeTime": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Include_Current_Time', ``, 'boolean') }}",
"outputFieldName": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Output_Field_Name', ``, 'string') }}",
"options": {}
},
"type": "n8n-nodes-base.dateTimeTool",
"typeVersion": 2,
"position": [
1600,
1152
],
"id": "d5567cd2-931a-497d-b49f-f3e9d9b5c33a",
"name": "Date & Time1"
}
],
"connections": {
"Switch": {
"main": [
[
{
"node": "Text",
"type": "main",
"index": 0
}
],
[
{
"node": "Get a Voice",
"type": "main",
"index": 0
}
],
[
{
"node": "Get an Image",
"type": "main",
"index": 0
}
]
]
},
"Text": {
"main": [
[
{
"node": "Orchestrator Agent",
"type": "main",
"index": 0
}
]
]
},
"Voice": {
"main": [
[
{
"node": "Orchestrator Agent",
"type": "main",
"index": 0
}
]
]
},
"Orchestrator Agent": {
"main": [
[
{
"node": "If",
"type": "main",
"index": 0
}
]
]
},
"Think": {
"ai_tool": [
[
{
"node": "Orchestrator Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Google Search": {
"ai_tool": [
[
{
"node": "MCP Server Trigger2",
"type": "ai_tool",
"index": 0
}
]
]
},
"Wikipedia": {
"ai_tool": [
[
{
"node": "MCP Server Trigger2",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get an article in Hacker News": {
"ai_tool": [
[
{
"node": "MCP Server Trigger2",
"type": "ai_tool",
"index": 0
}
]
]
},
"Create an event": {
"ai_tool": [
[
{
"node": "MCP Server Trigger1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Delete an event": {
"ai_tool": [
[
{
"node": "MCP Server Trigger1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Many Events": {
"ai_tool": [
[
{
"node": "MCP Server Trigger1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Update Events": {
"ai_tool": [
[
{
"node": "MCP Server Trigger1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Send a message": {
"ai_tool": [
[
{
"node": "MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get many e-mails": {
"ai_tool": [
[
{
"node": "MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Mark as read": {
"ai_tool": [
[
{
"node": "MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Mark as unread": {
"ai_tool": [
[
{
"node": "MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Reply to e-mail": {
"ai_tool": [
[
{
"node": "MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Simple Memory1": {
"ai_memory": [
[
{
"node": "E-Mail Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Simple Memory2": {
"ai_memory": [
[
{
"node": "Calendar Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"MCP Email Client": {
"ai_tool": [
[
{
"node": "E-Mail Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"MCP Calendar Client": {
"ai_tool": [
[
{
"node": "Calendar Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Get a Voice": {
"main": [
[
{
"node": "Transcribe a recording",
"type": "main",
"index": 0
}
]
]
},
"Get an Image": {
"main": [
[
{
"node": "Analyze image",
"type": "main",
"index": 0
}
]
]
},
"Simple Memory3": {
"ai_memory": [
[
{
"node": "Web Search Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"MCP Search Client": {
"ai_tool": [
[
{
"node": "Web Search Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Calendar Agent": {
"ai_tool": [
[
{
"node": "Orchestrator Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"E-Mail Agent": {
"ai_tool": [
[
{
"node": "Orchestrator Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Web Search Agent": {
"ai_tool": [
[
{
"node": "Orchestrator Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"If": {
"main": [
[
{
"node": "Send a text message",
"type": "main",
"index": 0
}
],
[
{
"node": "Generate audio",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "Orchestrator Agent",
"type": "main",
"index": 0
}
]
]
},
"Analyze image": {
"main": [
[
{
"node": "Analyze an image",
"type": "main",
"index": 0
}
]
]
},
"Transcribe a recording": {
"main": [
[
{
"node": "Transcribe a recording1",
"type": "main",
"index": 0
}
]
]
},
"Generate audio": {
"main": [
[
{
"node": "voicerss.org",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "Orchestrator Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Google Gemini Chat Model1": {
"ai_languageModel": [
[
{
"node": "Calendar Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Google Gemini Chat Model2": {
"ai_languageModel": [
[
{
"node": "E-Mail Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Google Gemini Chat Model3": {
"ai_languageModel": [
[
{
"node": "Web Search Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"voicerss.org": {
"main": [
[
{
"node": "Send an audio file",
"type": "main",
"index": 0
}
]
]
},
"Transcribe a recording1": {
"main": [
[
{
"node": "Voice",
"type": "main",
"index": 0
}
]
]
},
"Analyze an image": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"Get many events in Google Calendar": {
"ai_tool": [
[
{
"node": "MCP Server Trigger1",
"type": "ai_tool",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "Orchestrator Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Date & Time": {
"ai_tool": [
[
{
"node": "Orchestrator Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Date & Time1": {
"ai_tool": [
[
{
"node": "MCP Server Trigger1",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"settings": {
"executionOrder": "v1",
"timezone": "Africa/Casablanca",
"callerPolicy": "workflowsFromSameOwner",
"availableInMCP": false
},
"staticData": null,
"meta": null,
"versionId": "106272bf-793f-4145-8455-8ae3a820ba9d",
"activeVersionId": null,
"triggerCount": 3,
"shared": [
{
"updatedAt": "2025-10-28T11:16:48.518Z",
"createdAt": "2025-10-28T11:16:48.518Z",
"role": "workflow:owner",
"workflowId": "UqqwiulJSquUie3W",
"projectId": "HHopAZ4lOFgjhBzT"
}
],
"activeVersion": null,
"tags": []
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
gmailOAuth2googleCalendarOAuth2ApigooglePalmApiopenAiApiserpApitelegramApi
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
61- Free Secretery_MCP. Uses agent, toolThink, toolSerpApi, toolWikipedia. Event-driven trigger; 61 nodes.
Source: https://github.com/abde0112/n8n_bkv2/blob/main/61--free-secretery_mcp-UqqwiulJSquUie3W.json — original creator credit. Request a take-down →
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BoomerBobBot.TP. Uses agent, telegramTrigger, telegram, memoryBufferWindow. Event-driven trigger; 95 nodes.
Agent, Telegram Trigger, Telegram +10
Generate AI viral videos with NanoBanana & VEO3, shared on socials via Blotato 2. Uses @blotato/n8n-nodes-blotato, googleSheets, lmChatOpenAi, toolThink. Event-driven trigger; 94 nodes.
@Blotato/N8N Nodes Blotato, Google Sheets, OpenAI Chat +9
The AI-Powered Shopify SEO Content Automation is an enterprise-grade workflow that transforms product content creation for e-commerce stores. This sophisticated multi-agent system integrates GPT-4o, C
Perplexity Tool, Memory Buffer Window, Agent +15
Arvifund - Supabase (Fixed v6). Uses httpRequest, telegram, supabase, telegramTrigger. Event-driven trigger; 92 nodes.
HTTP Request, Telegram, Supabase +8
This project is a template for building a complete academic virtual assistant using n8n. It connects to Telegram, answers frequently asked questions by querying MongoDB, keeps the community informed a
Telegram, MongoDB, Telegram Trigger +6