Query-to-action automation with Bright Data MCP & OpenAI GPT
Needs changesNeeds changes. This template uses 1 thing(s) that n8n 3.0 removes: AI Agent v1 (old agent modes). 1 breaking item(s) found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 16 nodes and runs when a chat message arrives (plus 1 other trigger). Along the way it connects OpenAI Chat Model, OpenAI and Mcp (community).
How it runs
Trigger: When a chat message arrives (plus 1 other trigger).
- AI Agent: runs an AI agent, with model: OpenAI Chat Model; 1 tool (Execute the tool); memory: Simple Memory
- Bright Data MCP - List tools (Mcp Client): uses Mcp Client
- OpenAI: uses OpenAI
- If: checks a condition and branches into true / false
- If: checks a condition and branches into true / false
- Return error message for no matching tool (Edit Fields (Set)): sets 1 field: message
- Bright Data MCP - Execute a tool (Mcp Client): execute tool
- Edit Fields (Edit Fields (Set)): sets 1 field: needed_more_info_from_the_user
- Chat Memory Manager: uses Chat Memory Manager, with memory: Simple Memory
- Copy the output from the MCP tool (Edit Fields (Set)): sets or maps fields
Services it uses
Before you upgrade to n8n 3.0
1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:
- AI Agent v1 (old agent modes) in AI Agent (v1.9): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| AI Agent v1 (old agent modes) AI Agent (v1.9) | Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent. |
Nodes used (11)
- AI Agent
@n8n/n8n-nodes-langchain.agent - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow - OpenAI
@n8n/n8n-nodes-langchain.openAi - If
n8n-nodes-base.if - Edit Fields (Set)
n8n-nodes-base.set - Chat Memory Manager
@n8n/n8n-nodes-langchain.memoryManager - Execute Workflow Trigger
n8n-nodes-base.executeWorkflowTrigger - Mcp Client
n8n-nodes-mcp.mcpClient
From the author
📌 AI Agent Template with Bright Data MCP Tool Integration This template obtains all the possible tools from Bright Data MCP, process this through chatbot, then run any tool based on the user's query --- ❓ Problem It Solves The problem that the MCP solves is…