Search business prospects with natural language using Explorium MCP
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 15 nodes and runs when a chat message arrives. Along the way it connects Anthropic Chat Model, MCP Client and Explorium Ai (community).
How it runs
Trigger: When a chat message arrives.
- Chat or Refinement (Code): runs custom JavaScript code
- AI Agent: runs an AI agent, with model: Anthropic Chat Model; 1 tool (Explorium MCP); memory: Simple Memory; output parser: Output Parser
- API Call Validation (Code): runs custom JavaScript code
- Is API Call Valid? (If): checks a condition and branches into true / false
- Explorium API (Explorium Api Node): fetch
- Validation Prompter (Code): runs custom JavaScript code
- Merge All Pages (Code): runs custom JavaScript code
- Extract "data" (Split Out): splits a list into separate items
- Prepare for CSV (Code): runs custom JavaScript code
- Convert to File: converts data to a file
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 (v1.7): 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 (v1.7) | Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent. |
Nodes used (11)
- Convert to File
n8n-nodes-base.convertToFile - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - AI Agent
@n8n/n8n-nodes-langchain.agent - Split Out
n8n-nodes-base.splitOut - Code
n8n-nodes-base.code - If
n8n-nodes-base.if - Anthropic Chat Model
@n8n/n8n-nodes-langchain.lmChatAnthropic - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - Explorium Api Node
@exploriumai/n8n-nodes-explorium-ai.exploriumApiNode - MCP Client Tool
@n8n/n8n-nodes-langchain.mcpClientTool
From the author
Explorium Prospects Search Chatbot Template Download the following json file and import it to a new n8n workflow: mcp\to\prospects\to\csv.json <br / Overview This n8n workflow creates a chatbot that understands natural language requests for finding business…