Cyril Nicko Gaspar This workflow corresponds to n8n.io template #4116 — we link there as the canonical source.
This workflow follows the Agent → Execute Workflow Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"meta": {
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "9be111d1-4ea3-4c43-8b75-66a1123002fd",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-1580,
840
],
"parameters": {
"text": "={{ $json.body.message.text }}",
"options": {
"systemMessage": "You are a helpful assistant. Run the MCP tool when dealing with the web search, scraping, and browser automation."
},
"promptType": "define"
},
"typeVersion": 1.9
},
{
"id": "860579ca-110e-4b7d-848a-e4085e05a6a6",
"name": "Simple Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
-1520,
1060
],
"parameters": {
"sessionKey": "={{ $json.body.message.chat.id }}",
"sessionIdType": "customKey"
},
"typeVersion": 1.3
},
{
"id": "b9b2b497-1018-40ad-b1bd-0e04cbfdb95b",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2480,
400
],
"parameters": {
"color": 2,
"width": 560,
"height": 640,
"content": "## Receive Webhook from Telegram\nSetup telegram hook using the HTTP node below. Replace the api key placeholder in the URL field of the node.\nReplace the URL with the one generated from the Webhook trigger node.\n"
},
"typeVersion": 1
},
{
"id": "6fd8fd1b-0ec2-402a-8d97-13bbc6ca6ca2",
"name": "OpenRouter Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
-1660,
1060
],
"parameters": {
"model": "anthropic/claude-3.7-sonnet",
"options": {}
},
"credentials": {
"openRouterApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "273d9378-bbea-49ea-8a4c-cf473da4639e",
"name": "When clicking \u2018Test workflow\u2019",
"type": "n8n-nodes-base.manualTrigger",
"position": [
-2400,
580
],
"parameters": {},
"typeVersion": 1
},
{
"id": "4f77a573-e729-4ca2-9263-005c9c67b21a",
"name": "Set Telegram Webhook",
"type": "n8n-nodes-base.httpRequest",
"position": [
-2140,
580
],
"parameters": {
"url": "https://api.telegram.org/bot<your-api-token>/setWebhook",
"options": {},
"sendBody": true,
"bodyParameters": {
"parameters": [
{
"name": "url",
"value": "<the url generated from your workflow>"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "b29f6cbd-2ca1-455e-9372-4d7c1aee2811",
"name": "Receive Message Trigger from Telegram",
"type": "n8n-nodes-base.webhook",
"position": [
-2280,
840
],
"parameters": {
"path": "4f1caff9-e22f-426b-b5da-f5175be0a7bc",
"options": {},
"httpMethod": "POST"
},
"typeVersion": 2
},
{
"id": "f8b25f38-143b-4fc8-890c-03701bde0809",
"name": "Typing action",
"type": "n8n-nodes-base.telegram",
"position": [
-1040,
260
],
"parameters": {
"chatId": "={{ $('Trigger by the main workflow').item.json.chatId }}",
"operation": "sendChatAction"
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "22d5b740-0ad4-4e4d-b5b4-7961e131d3bd",
"name": "Sub-workflow to trigger Typing Action",
"type": "n8n-nodes-base.executeWorkflow",
"position": [
-1580,
260
],
"parameters": {
"mode": "each",
"options": {
"waitForSubWorkflow": false
},
"workflowId": {
"__rl": true,
"mode": "list",
"value": "nnFhm4hEcyaMNkXV",
"cachedResultName": "Basic Bright Data MCP"
},
"workflowInputs": {
"value": {
"chatId": "={{ $json.body.message.chat.id }}",
"executionId": "={{ $execution.id }}"
},
"schema": [
{
"id": "executionId",
"type": "string",
"display": true,
"required": false,
"displayName": "executionId",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "chatId",
"type": "number",
"display": true,
"required": false,
"displayName": "chatId",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [],
"attemptToConvertTypes": false,
"convertFieldsToString": true
}
},
"typeVersion": 1.2
},
{
"id": "a2d0a7ba-df6b-43d3-9fb4-1026e3d4d154",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1760,
680
],
"parameters": {
"color": 3,
"width": 620,
"height": 560,
"content": "## AI Agent with Bright Data MCP as a tool\nHost your SSE server using Supergateway or similar tools. Please check the template\u2019s description for more instruction to setup the SSE from STDIO command. Then paste the SSE endpoint tinthe MCP tool below."
},
"typeVersion": 1
},
{
"id": "a4dd5168-8a4f-4ec6-8d3c-992ceb7db7ff",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-820,
700
],
"parameters": {
"color": 5,
"width": 560,
"height": 460,
"content": "## Send the agent's message via Telegram Bot"
},
"typeVersion": 1
},
{
"id": "84999800-2659-4e4d-8771-d9c5f7ff4e2a",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1720,
120
],
"parameters": {
"color": 4,
"width": 1560,
"height": 500,
"content": "## Loop the typing action in Telegram\nTyping action last fro 10 seconds only, so while the agent is still processing query, execute this tool in a loop until it succeed"
},
"typeVersion": 1
},
{
"id": "266b1d20-452b-47fc-9632-437bf7f3abac",
"name": "Reply Error Message",
"type": "n8n-nodes-base.telegram",
"position": [
320,
280
],
"parameters": {
"text": "There's an error with the bot. Please try again later.",
"chatId": "={{ $('Trigger by the main workflow').item.json.chatId }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "4be1ec2b-3ef2-45b8-b1d4-cf39791654f2",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
80
],
"parameters": {
"width": 560,
"height": 500,
"content": "## Reply error message to the user on error"
},
"typeVersion": 1
},
{
"id": "a3d321c8-4e9d-4c0e-86b5-da002b0ac29d",
"name": "MCP Client",
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"position": [
-1340,
1080
],
"parameters": {
"sseEndpoint": "http://localhost:8000"
},
"typeVersion": 1
},
{
"id": "c716a991-17e0-4de4-af0d-ba6e44b5c6d2",
"name": "Check if the execution in N8N is finished",
"type": "n8n-nodes-base.n8n",
"position": [
-600,
260
],
"parameters": {
"options": {},
"resource": "execution",
"operation": "get",
"executionId": "={{ $('Trigger by the main workflow').item.json.executionId }}",
"requestOptions": {}
},
"credentials": {
"n8nApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "b6f08d79-16a5-47a7-800d-7c8ba902ab52",
"name": "If the N8N execution is finished",
"type": "n8n-nodes-base.if",
"position": [
-340,
320
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "ad6687c9-24a0-4332-8b0f-ec1aa0751cfc",
"operator": {
"type": "boolean",
"operation": "false",
"singleValue": true
},
"leftValue": "={{ $json.finished }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.2
},
{
"id": "38342c4f-b020-4dc5-b633-ebaaf2582fef",
"name": "Check if the N8N status is success",
"type": "n8n-nodes-base.if",
"position": [
100,
280
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "ad6687c9-24a0-4332-8b0f-ec1aa0751cfc",
"operator": {
"type": "string",
"operation": "notEquals"
},
"leftValue": "={{ $json.status }}",
"rightValue": "success"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "dd3c7d3e-b011-4856-b41e-c17882a19aab",
"name": "Send AI\u2019s output to the user via Telegram",
"type": "n8n-nodes-base.telegram",
"position": [
-580,
840
],
"parameters": {
"text": "={{ $json.output }}",
"chatId": "={{ $('Receive Message Trigger from Telegram').item.json.body.message.chat.id }}",
"additionalFields": {
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "d415ca44-e93b-4e10-8af6-f0f6cc059e26",
"name": "Wait for the typing action to finish by 10 seconds",
"type": "n8n-nodes-base.wait",
"position": [
-820,
260
],
"parameters": {
"amount": 10
},
"typeVersion": 1.1
},
{
"id": "6d7822c9-ac66-443f-909b-83596dd738c0",
"name": "Trigger by the main workflow",
"type": "n8n-nodes-base.executeWorkflowTrigger",
"position": [
-1300,
260
],
"parameters": {
"workflowInputs": {
"values": [
{
"name": "executionId"
},
{
"name": "chatId",
"type": "number"
}
]
}
},
"typeVersion": 1.1
}
],
"connections": {
"AI Agent": {
"main": [
[
{
"node": "Send AI\u2019s output to the user via Telegram",
"type": "main",
"index": 0
}
]
]
},
"MCP Client": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Typing action": {
"main": [
[
{
"node": "Wait for the typing action to finish by 10 seconds",
"type": "main",
"index": 0
}
]
]
},
"OpenRouter Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Trigger by the main workflow": {
"main": [
[
{
"node": "Typing action",
"type": "main",
"index": 0
}
]
]
},
"If the N8N execution is finished": {
"main": [
[
{
"node": "Typing action",
"type": "main",
"index": 0
}
],
[
{
"node": "Check if the N8N status is success",
"type": "main",
"index": 0
}
]
]
},
"When clicking \u2018Test workflow\u2019": {
"main": [
[
{
"node": "Set Telegram Webhook",
"type": "main",
"index": 0
}
]
]
},
"Check if the N8N status is success": {
"main": [
[
{
"node": "Reply Error Message",
"type": "main",
"index": 0
}
],
[]
]
},
"Receive Message Trigger from Telegram": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
},
{
"node": "Sub-workflow to trigger Typing Action",
"type": "main",
"index": 0
}
]
]
},
"Check if the execution in N8N is finished": {
"main": [
[
{
"node": "If the N8N execution is finished",
"type": "main",
"index": 0
}
]
]
},
"Wait for the typing action to finish by 10 seconds": {
"main": [
[
{
"node": "Check if the execution in N8N is finished",
"type": "main",
"index": 0
}
]
]
}
}
}
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.
n8nApiopenRouterApitelegramApi
Pro
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About this workflow
This template enables natural-language-driven automation using Bright Data MCP tools. It extracts all available tools from MCP, processes the user’s query through an AI agent, then dynamically selects and executes the appropriate tool.
Source: https://n8n.io/workflows/4116/ — original creator credit. Request a take-down →
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