Denis This workflow corresponds to n8n.io template #4926 — we link there as the canonical source.
This workflow follows the Agent → Agenttool 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 →
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[
{
"node": "Booking Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Analyze Image": {
"main": [
[
{
"node": "Image",
"type": "main",
"index": 0
}
]
]
},
"Booking Agent": {
"main": [
[
{
"node": "Send Message",
"type": "main",
"index": 0
}
]
]
},
"Download File": {
"main": [
[
{
"node": "Extract from File",
"type": "main",
"index": 0
}
]
]
},
"Get Audio Url": {
"main": [
[
{
"node": "Download Audio",
"type": "main",
"index": 0
}
]
]
},
"Get Image Url": {
"main": [
[
{
"node": "Download Image",
"type": "main",
"index": 0
}
]
]
},
"Only PDF File": {
"main": [
[
{
"node": "Get File Url",
"type": "main",
"index": 0
}
],
[
{
"node": "Incorrect format",
"type": "main",
"index": 0
}
]
]
},
"Download Audio": {
"main": [
[
{
"node": "Transcribe Audio",
"type": "main",
"index": 0
}
]
]
},
"Download Image": {
"main": [
[
{
"node": "Analyze Image",
"type": "main",
"index": 0
}
]
]
},
"Limit Reached?": {
"main": [
[
{
"node": "Input type",
"type": "main",
"index": 0
}
]
]
},
"Get many events": {
"main": [
[
{
"node": "Limit Reached?",
"type": "main",
"index": 0
}
]
]
},
"Combine Messages": {
"main": [
[
{
"node": "Get many events",
"type": "main",
"index": 0
}
]
]
},
"Schedule Trigger": {
"main": [
[
{
"node": "Calculate Tomorrow",
"type": "main",
"index": 0
}
]
]
},
"Set Initial Data": {
"main": [
[
{
"node": "Is Audio Message?",
"type": "main",
"index": 0
}
]
]
},
"Transcribe Audio": {
"main": [
[
{
"node": "Audio",
"type": "main",
"index": 0
}
]
]
},
"WhatsApp Trigger": {
"main": [
[
{
"node": "Is Owner?",
"type": "main",
"index": 0
}
]
]
},
"gemini-2.5-flash": {
"ai_languageModel": [
[
{
"node": "Booking Agent",
"type": "ai_languageModel",
"index": 1
}
]
]
},
"Extract from File": {
"main": [
[
{
"node": "File",
"type": "main",
"index": 0
}
]
]
},
"Is Audio Message?": {
"main": [
[
{
"node": "Combine Messages",
"type": "main",
"index": 0
}
],
[
{
"node": "Is User Text Message?",
"type": "main",
"index": 0
}
]
]
},
"Redis Chat Memory": {
"ai_memory": [
[
{
"node": "Booking Agent",
"type": "ai_memory",
"index": 0
},
{
"node": "cancel_agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Send User Message": {
"main": [
[
{
"node": "Send Owner Message",
"type": "main",
"index": 0
}
]
]
},
"Calculate Tomorrow": {
"main": [
[
{
"node": "Get Schedule Events",
"type": "main",
"index": 0
}
]
]
},
"Check Rate Limited": {
"main": [
[
{
"node": "Send Mesage?",
"type": "main",
"index": 0
}
],
[
{
"node": "Push",
"type": "main",
"index": 0
}
]
]
},
"Send Owner Message": {
"main": [
[
{
"node": "Send Rate Limit Email",
"type": "main",
"index": 0
}
]
]
},
"Am I the Processor?": {
"main": [
[
{
"node": "Pop All Batched Messages",
"type": "main",
"index": 0
}
]
]
},
"Delete Message List": {
"main": [
[
{
"node": "Delete Processing Lock",
"type": "main",
"index": 0
}
]
]
},
"Get Schedule Events": {
"main": [
[
{
"node": "Format Reminder Data",
"type": "main",
"index": 0
}
]
]
},
"Set Processing Lock": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Format Reminder Data": {
"main": [
[
{
"node": "Send Client Reminder",
"type": "main",
"index": 0
}
]
]
},
"send_acknowledgement": {
"ai_tool": [
[
{
"node": "Booking Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Is User Text Message?": {
"main": [
[
{
"node": "Rate Limiter",
"type": "main",
"index": 0
}
]
]
},
"Delete Processing Lock": {
"main": [
[
{
"node": "Combine Messages",
"type": "main",
"index": 0
}
]
]
},
"nail-salon-booking-mcp": {
"ai_tool": [
[
{
"node": "cancel_agent",
"type": "ai_tool",
"index": 0
},
{
"node": "Booking Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Increment Counter Hourly": {
"main": [
[
{
"node": "Check Limit",
"type": "main",
"index": 0
}
]
]
},
"Pop All Batched Messages": {
"main": [
[
{
"node": "Delete Message List",
"type": "main",
"index": 0
}
]
]
},
"Get Current Processing Lock": {
"main": [
[
{
"node": "Am I the Processor?",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
Transform your salon/service business with this streamlined WhatsApp automation system featuring Claude integration, zero-setup database management, and intelligent conversation handling. Claude MCP Integration - Direct connection to Claude Sonnet 4 via Model Context Protocol…
Source: https://n8n.io/workflows/4926/ — original creator credit. Request a take-down →
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