Multi-tool research agent for animal advocacy with OpenRouter, Serper & Open Paws DB
Needs changesWhat this workflow does
This AI workflow has 22 nodes and runs when a chat message arrives (plus 1 other trigger). Along the way it connects HTTP Request, OpenRouter Chat Model and Hunter. It also calls google.serper.dev, larnd9rle1zwapsdcqw.c0.us-east1.gcp.weaviate.cloud and api.scrapingdog.com over HTTP.
How it runs
Trigger: When a chat message arrives (plus 1 other trigger).
- Set Fields (Edit Fields (Set)): sets 2 fields: chatInput, sessionId
- AI Agent: runs an AI agent, with model: OpenRouter Chat Model; 11 tools (Think, Score Text, Serper API, Email Finder…); memory: Simple Memory
- If: checks a condition and branches into true / false
- Fix Empty Response (Basic LLM Chain): sends a prompt to an LLM, with model: OpenRouter Chat Model
- Set Output (If Not Empty) (Edit Fields (Set)): sets 2 fields: output, intermediateSteps
- Set Output (If Empty) (Edit Fields (Set)): sets 2 fields: output, intermediateSteps
Services it uses
HTTP calls to: google.serper.dev, larnd9rle1zwapsdcqw.c0.us-east1.gcp.weaviate.cloud, api.scrapingdog.com
Before you upgrade to n8n 3.0
2 things in this workflow are removed in n8n 3.0. Fix them before you upgrade:
- HTTP Request Tool (legacy) in Serper API, Database Retrieval, Web Scraper Tool…: replace with HTTP Request node connected to the AI Agent's Tool input.
- AI Agent v1 (old agent modes) in AI Agent (v1.6): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.
| Removed in 3.0 | Replace with |
|---|---|
| HTTP Request Tool (legacy) Serper API, Database Retrieval, Web Scraper Tool, Twitter Post Scraper, Twitter Profile Scraper, Instagram Profile Scraper, Linkedin Person and Company Scraper | HTTP Request node connected to the AI Agent's Tool input |
| AI Agent v1 (old agent modes) AI Agent (v1.6) | Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent. |
Rarely used nodes in this template: n8n-nodes-base.hunterTool
Nodes used (12)
- HTTP Request Tool
@n8n/n8n-nodes-langchain.toolHttpRequest - OpenRouter Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenRouter - AI Agent
@n8n/n8n-nodes-langchain.agent - Execute Workflow Trigger
n8n-nodes-base.executeWorkflowTrigger - Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Think Tool
@n8n/n8n-nodes-langchain.toolThink - Hunter Tool
n8n-nodes-base.hunterTool - Edit Fields (Set)
n8n-nodes-base.set - If
n8n-nodes-base.if - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Basic LLM Chain
@n8n/n8n-nodes-langchain.chainLlm - Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow
From the author
This general-purpose sub-agent combines multiple research and automation tools to support high-impact decision-making for animal advocacy workflows. It’s designed to act as a reusable, modular unit within larger multi-agent systems—handling search, scraping,…