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Uploaded: 22.12.2025

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$6.95
# AI assistant in chat with Calendly and Gmail via MCP

This automation template triggers a LangChain-based AI agent powered by OpenAI´s GPT-4.1-mini upon receiving a chat message. The agent uses MCP tools hosted on Pipedream (Calendly, Gmail) to perform user-requested actions such as scheduling meetings or sending emails. Conversation context is preserved via the Simple Memory node, enabling multi-turn interactions.

## Who it´s for
- Developers building AI assistants with access to CRM and calendars
- Product teams adding MCP tools to their agents
- Automators seeking secure integration of thousands of APIs via Pipedream

## What the automation does
- Triggers on incoming chat messages
- Routes input to a LangChain agent powered by OpenAI GPT-4.1-mini
- Agent uses MCP tools (Calendly, Gmail) to execute tasks
- Schedules meetings via Calendly by checking time availability
- Sends emails via Gmail based on user requests
- Maintains conversation context using Simple Memory for multi-turn dialogue

## What´s included
- Ready-to-use n8n workflow
- Trigger and message routing logic
- Integrations with Calendly, Gmail, and Pipedream MCP Server
- Basic text guide for setup and adaptation

## Requirements for setup
- n8n account
- OpenAI API key
- Active accounts in Gmail and Calendly with API access enabled
- MCP server hosted on Pipedream with Calendly and Gmail tools configured
- Basic understanding of n8n and LangChain workflows

## Benefits and outcomes
- Reduces manager workload by automating meeting scheduling
- Accelerates client communication through autonomous AI assistance
- Secure service access via revocable MCP tokens
- Extensibility: new MCP tools can be added without core changes
- Context-aware conversations thanks to built-in memory
- Centralized control over multiple external APIs via MCP

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
AI assistant in chat
chat-based AI agent
LangChain agent
n8n workflow automation
MCP tools integration
Gmail access via AI
Calendly integration with AI
schedule meeting via chat
send email with AI agent
conversation memory in n8n
OpenAI GPT-4 1-mini
Pipedream MCP server
secure API access
chat-triggered automation
multi-turn AI conversations
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