Denis This workflow corresponds to n8n.io template #8924 — 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": "Analyze Image1",
"type": "main",
"index": 0
}
]
]
},
"Limit Reached?": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Only PDF File1": {
"main": [
[
{
"node": "Get File Url1",
"type": "main",
"index": 0
}
],
[
{
"node": "Incorrect format1",
"type": "main",
"index": 0
}
]
]
},
"Download Audio1": {
"main": [
[
{
"node": "Transcribe Audio1",
"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
}
]
]
},
"Set Initial Data": {
"main": [
[
{
"node": "Rate Limiter",
"type": "main",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Is Owner?",
"type": "main",
"index": 0
}
]
]
},
"gemini-2.5-flash": {
"ai_languageModel": [
[
{
"node": "Booking Agent",
"type": "ai_languageModel",
"index": 1
}
]
]
},
"Redis Chat Memory": {
"ai_memory": [
[
{
"node": "cancel_agent",
"type": "ai_memory",
"index": 0
},
{
"node": "Booking Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Schedule Trigger1": {
"main": [
[
{
"node": "Calculate Tomorrow1",
"type": "main",
"index": 0
}
]
]
},
"Transcribe Audio1": {
"main": [
[
{
"node": "Audio1",
"type": "main",
"index": 0
}
]
]
},
"Check Rate Limited": {
"main": [
[
{
"node": "Send Mesage?",
"type": "main",
"index": 0
}
],
[
{
"node": "Push",
"type": "main",
"index": 0
}
]
]
},
"Extract from File1": {
"main": [
[
{
"node": "File1",
"type": "main",
"index": 0
}
]
]
},
"Send User Message1": {
"main": [
[
{
"node": "Send Owner Message1",
"type": "main",
"index": 0
}
]
]
},
"Am I the Processor?": {
"main": [
[
{
"node": "Pop All Batched Messages",
"type": "main",
"index": 0
}
]
]
},
"Calculate Tomorrow1": {
"main": [
[
{
"node": "Get Schedule Events1",
"type": "main",
"index": 0
}
]
]
},
"Delete Message List": {
"main": [
[
{
"node": "Delete Processing Lock",
"type": "main",
"index": 0
}
]
]
},
"Send Owner Message1": {
"main": [
[]
]
},
"Set Processing Lock": {
"main": [
[
{
"node": "Wait",
"type": "main",
"index": 0
}
]
]
},
"Get Schedule Events1": {
"main": [
[
{
"node": "Format Reminder Data1",
"type": "main",
"index": 0
}
]
]
},
"send_acknowledgement": {
"ai_tool": [
[
{
"node": "Booking Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Format Reminder Data1": {
"main": [
[
{
"node": "Send Client Reminder1",
"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 Telegram 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/8924/ — original creator credit. Request a take-down →
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