WorkflowCrate
ExpertProfessionalAI AgentsChat trigger7 nodes

Reply to chat messages at scale for Multi-Tool Agent

Expert AI Agents workflow for AI & Automation

Reply to chat messages at scale for Multi-Tool Agent. An original, ready-to-import n8n workflow built around the 'Chatbot Responder' pattern for ai & automation. It starts from a chat message and orchestrates 6 nodes using core n8n nodes. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. The result is a hands-off process that just works.

Key benefits

  • Standardizes the process every time
  • Responds in seconds
  • Removes copy-paste errors
  • Has retries and error handling built in

Use cases

  • Teams that want to chatbot responder without manual effort
  • Anyone automating multi-tool agent in ai
  • Replacing a fragile manual process with a reliable workflow

What's inside (7 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

AgentChat TriggerLm Chat Google GeminiSetSticky NoteTool Http Request
Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.