Reza Gholizade This workflow corresponds to n8n.io template #4023 — we link there as the canonical source.
This workflow follows the Agent → Chat 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 →
{
"id": "zs6lfzSj2s6LtrMh",
"name": "k8s -asistant2",
"tags": [],
"nodes": [
{
"id": "2ac701f4-2231-46f9-9788-32e7edb7eb77",
"name": "When chat message received",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-1620,
-140
],
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "da3830f7-2091-45fe-943c-f6fbcc55b129",
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-1280,
-200
],
"parameters": {
"options": {
"systemMessage": "=You are a Kubernetes assistant connected to an MCP (Model Context Protocol) Server. Your role is to help users monitor, inspect, and troubleshoot Kubernetes resources using the following tools.\nCurrent time is {{ $now.setZone('Asia/Tehran') }}\n\n---\n\nAvailable Kubernetes Tools:\n1. getEvents(namespace) \u2013 Fetch events in the given namespace.\n2. getPodsLogs(namespace, podName) \u2013 Retrieve logs for a specific pod.\n3. getResource(namespace, resourceKind, resourceName) \u2013 Get details of a specific resource.\n4. createOrUpdateResource(namespace, resourceYaml) \u2013 Create or update a resource using full YAML.\n5. getNodeMetrics(nodeName) \u2013 Retrieve CPU and memory usage of a node.\n6. getPodMetrics(namespace, podName) - Get CPU and Memory usage for a specific pod \n7. describeResource(namespace, resourceKind, resourceName) \u2013 Detailed description of a resource.\n8. listResources(namespace, resourceKind) \u2013 List all resources of a given kind in a namespace. for example{\"Kind\": \"Pod\",\"namespace\": \"x\"}\n9. getAPIResources() \u2013 List all supported resource kinds in the cluster.\n\n---\n\nAvailable Helm Tools:\n1. helmRollback(releaseName, revision) \u2013 Revert a Helm release to a previous revision.\n2. helmRepoList() \u2013 Show a list of configured Helm chart repositories.\n3. helmUpgrade(releaseName, chart, namespace, valuesYaml) \u2013 Upgrade an existing release to a new chart version with optional values.\n4. helmHistory(releaseName, namespace) \u2013 View the revision history of a Helm release.\n5. helmGet(releaseName, namespace) \u2013 Retrieve the manifest and values of a deployed Helm release.\n6. helmList(namespace) \u2013 List all Helm releases in the specified namespace.\n7. helmInstall(releaseName, chart, namespace, valuesYaml) \u2013 Install a new Helm release using a chart and optional values.\n8. helmUninstall(releaseName, namespace) \u2013 Uninstall (delete) a deployed Helm release from the cluster.\n\n\n---\n\nUsage Rules:\n***keep your answers short and meaningful***\n- Always validate input arguments before calling any tool.\n- Ask the user for any missing information (e.g., namespace, podName, resourceKind).\n- Do not assume defaults; always confirm with the user.\n- Avoid destructive operations unless explicitly instructed.\n - Note: Only `createOrUpdateResource` and Helm install/upgrade/uninstall modify the cluster.\n- Use getAPIResources() to help the user explore available resource kinds.\n- Respond with concise, plain-language explanations of the results always\n\nHelm Specific usage Rules:\n- Never install, upgrade, uninstall, or rollback a release unless explicitly instructed.\n- Use `helmRepoList()` only to list known chart repositories; chart URLs or repo additions are handled outside this tool.\n- Validate valuesYaml format if provided, be able to read valuesYaml from a url and prompt, however user requested it.\n- Mention side effects clearly: e.g., \u201cThis will upgrade the existing Helm release.\u201d\n"
}
},
"typeVersion": 1.8
},
{
"id": "78e44cd7-3278-44a1-9ed4-19df0fdd3c28",
"name": "getAPIResources",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1500,
1040
],
"parameters": {
"toolName": "getAPIResources",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "{\n \"jsonrpc\": \"2.0\",\n \"id\": 1,\n \"method\": \"getAPIResources\",\n \"params\": {\n \"arguments\": {\n \"includeNamespaceScoped\": true,\n \"includeClusterScoped\": true\n }\n }\n}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "6747c018-2221-4702-876c-617faa3ec0d3",
"name": "listResources",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1380,
1040
],
"parameters": {
"toolName": "listResources",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"Kind\": \"{{ $fromAI('Kind', 'Select the kind given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "50643ff7-d91d-448b-ab6c-10306563cb6d",
"name": "describeResource",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1260,
1040
],
"parameters": {
"toolName": "describeResource",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"Kind\": \"{{ $fromAI('Kind', 'Select the kind given by ai agent', 'string') }}\",\n\"name\" : \"{{ $fromAI('name', 'Select the name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "c92d1297-d354-436a-97a4-7c9e309db6d8",
"name": "getPodMetrics",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1140,
1040
],
"parameters": {
"toolName": "getPodMetrics",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"podName\" : \"{{ $fromAI('podName', 'Select the pod name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "2e5faf48-243b-4214-b2f1-ec7b32d2a26f",
"name": "getNodeMetrics",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1020,
1040
],
"parameters": {
"toolName": "getNodeMetrics",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"Name\" : \"{{ $fromAI('Name', 'Select the name given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "03f0ac2f-cdb2-409f-9edf-b6f11c88cb7f",
"name": "getResource",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-900,
1040
],
"parameters": {
"toolName": "getResource",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"kind\": \"{{ $fromAI('kind', 'Select the kind given by ai agent', 'string') }}\",\n\"name\" : \"{{ $fromAI('name', 'Select the name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "28229f51-435b-4980-bf37-e0b501904f95",
"name": "getPodsLogs",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-780,
1040
],
"parameters": {
"toolName": "getPodsLogs",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"Name\" : \"{{ $fromAI('Name', 'Select the name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "aadbea45-55ef-40cb-97a5-df1f2593799f",
"name": "getEvents",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-660,
1040
],
"parameters": {
"toolName": "getEvents",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "a2b3cbba-c725-4c61-be74-c3ca5b049b5e",
"name": "List tools",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-540,
1040
],
"parameters": {
"connectionType": "sse"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "fb174418-eeef-45e2-b3de-cf49a9725e24",
"name": "createorUpdateResource",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-420,
1040
],
"parameters": {
"toolName": "createResource",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"manifest\" : \"{{ $fromAI('manifest', 'Select the manifest given by ai agent', 'string').trim() }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "04c329cc-83a7-4fe9-bdeb-eee0295d3839",
"name": "Kubernetes MCP Server Trigger",
"type": "@n8n/n8n-nodes-langchain.mcpTrigger",
"position": [
-1048,
820
],
"parameters": {
"path": "kubernetes"
},
"typeVersion": 1
},
{
"id": "46aacc8d-23a3-4bc2-9cb6-c0540d545fb2",
"name": "Helm MCP Server Trigger",
"type": "@n8n/n8n-nodes-langchain.mcpTrigger",
"position": [
-1108,
260
],
"parameters": {
"path": "helm"
},
"typeVersion": 1
},
{
"id": "0b5cef77-fd5d-4915-b1de-738c2dbba85d",
"name": "Simple Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
-1360,
140
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "14256d66-f748-4807-b903-cd29c8e5d39e",
"name": "OpenAI Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1520,
120
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini",
"cachedResultName": "gpt-4o-mini"
},
"options": {
"maxTokens": -1
}
},
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
},
"typeVersion": 1.2
},
{
"id": "7b054d81-f15a-48ca-bc4a-9600099e0cd8",
"name": "Helm list",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1500,
480
],
"parameters": {
"toolName": "helmList",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "56bf5b98-6dd7-4f26-a1a2-530773d9ed2a",
"name": "Helm Install",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1380,
480
],
"parameters": {
"toolName": "helmInstall",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\",\n\"chartName\" : \"{{ $fromAI('chartName', 'Select the chart name given by ai agent', 'string') }}\",\n\"repoURL\" : \"{{ $fromAI('repoURL', 'Select the repo URL given by ai agent', 'string') }}\",\n\"values\" : \"{{ $fromAI('values', 'Select the values given by ai agent', 'string') }}\",\n\"releaseName\" : \"{{ $fromAI('releaseName', 'Select the release name given by ai agent', 'string') }}\"\n}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "d9bb6588-0b3d-48c3-8fae-1b9b7e5283ab",
"name": "Helm Get",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1260,
480
],
"parameters": {
"toolName": "helmGet",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\",\n \"releaseName\": \"{{ $fromAI(\"releaseName\", \"Name of the helm release\") }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "31ae078e-1a20-4d7d-afef-0cc6232cc43d",
"name": "Helm Rollback",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1140,
480
],
"parameters": {
"toolName": "helmRollback",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"releaseName\" : \"{{ $fromAI('releaseName', 'Select the release name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\",\n\"revision\" : \"{{ $fromAI('revision', 'Select the revision given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "55262769-acc1-4b77-b34e-745b4d904ffa",
"name": "Helm History",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-1020,
480
],
"parameters": {
"toolName": "helmHistory",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"releaseName\" : \"{{ $fromAI('releaseName', 'Select the release name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "558c7caf-97a1-42ad-bf47-00460e212569",
"name": "Helm Uninstall",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-900,
480
],
"parameters": {
"toolName": "helmUninstall",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"releaseName\" : \"{{ $fromAI('releaseName', 'Select the release name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "3642099b-78d9-4c85-a461-7c3fa422cf22",
"name": "Helm Upgrade",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-780,
480
],
"parameters": {
"toolName": "helmUpgrade",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"releaseName\" : \"{{ $fromAI('releaseName', 'Select the release name given by ai agent', 'string') }}\",\n\"namespace\" : \"{{ $fromAI('namespace', 'Select the namespace given by ai agent', 'string') }}\",\n\"chartName\" : \"{{ $fromAI('chartName', 'Select the chart name given by ai agent', 'string') }}\",\n\"values\" : \"{{ $fromAI('values', 'Select the values given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "d3526c80-31f4-4c07-87ce-5569b2a0b4de",
"name": "Helm Repo List",
"type": "n8n-nodes-mcp.mcpClientTool",
"position": [
-660,
480
],
"parameters": {
"toolName": "helmRepoList",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "e58346ba-b96b-4120-90d5-833b8671dc87",
"name": "Helm Repo Add",
"type": "n8n-nodes-mcp.mcpClientTool",
"disabled": true,
"position": [
-540,
480
],
"parameters": {
"toolName": "helmRepoAdd",
"operation": "executeTool",
"connectionType": "sse",
"toolParameters": "={\"repoName\" : \"{{ $fromAI('repoName', 'Select the repo name given by ai agent', 'string') }}\",\n\"repoURL\" : \"{{ $fromAI('repoURL', 'Select the repo url given by ai agent', 'string') }}\"}"
},
"credentials": {
"mcpClientSseApi": {
"name": "<your credential>"
}
},
"typeVersion": 1
},
{
"id": "53a8cc27-acb8-40bb-98b2-b7b492e4cd1c",
"name": "Kubernetes MCP Client",
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"position": [
-1200,
140
],
"parameters": {
"sseEndpoint": "http://wf.pinsvc.net/mcp/kubernetes/sse"
},
"typeVersion": 1
},
{
"id": "02c8d7b9-2f31-402d-b7d4-d266cb6c4f99",
"name": "Helm MCP Client",
"type": "@n8n/n8n-nodes-langchain.mcpClientTool",
"position": [
-1040,
60
],
"parameters": {
"sseEndpoint": "http://wf.pinsvc.net/mcp/helm/sse"
},
"typeVersion": 1
}
],
"active": true,
"settings": {
"executionOrder": "v1"
},
"versionId": "a0b980fd-6ba3-4b84-a4a2-7aa66e4583b7",
"connections": {
"Helm Get": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm list": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"getEvents": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"List tools": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"getPodsLogs": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"getResource": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm History": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm Install": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm Upgrade": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm Repo Add": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm Rollback": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Simple Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"getPodMetrics": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"listResources": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm Repo List": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm Uninstall": {
"ai_tool": [
[
{
"node": "Helm MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"getNodeMetrics": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"Helm MCP Client": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"getAPIResources": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"describeResource": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Kubernetes MCP Client": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"createorUpdateResource": {
"ai_tool": [
[
{
"node": "Kubernetes MCP Server Trigger",
"type": "ai_tool",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "AI Agent",
"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.
mcpClientSseApiopenAiApi
Pro
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About this workflow
This n8n workflow template uses community nodes and is only compatible with the self-hosted version of n8n.
Source: https://n8n.io/workflows/4023/ — original creator credit. Request a take-down →
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This n8n workflow is designed for Shopify store owners and e-commerce managers who want to automate their store operations through an intelligent AI assistant. The workflow creates a conversational in
Shopify Tool, Discord, Telegram +10
Description: Turn your WooCommerce store into a conversational AI assistant — create products, place orders, run reports and manage coupons using natural language via n8n + an MCP Server.
Agent, OpenAI Chat, Mcp Client Tool +4
This n8n workflow showcases a full-featured AI-powered assistant connected to a Shopify store through a custom MCP (Multi-Channel Commerce Platform) Server toolkit. It empowers users to automate compr
Agent, OpenAI Chat, Mcp Client Tool +4
AI Agent MCP for Email & News Research
Agent, Chat Trigger, OpenAI Chat +6
🤖 Facebook MCP AI Agent – Read, Reply & Manage Comments with GPT-4o. Uses chatTrigger, agent, memoryBufferWindow, mcpTrigger. Chat trigger; 17 nodes.
Chat Trigger, Agent, Memory Buffer Window +4