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ai agent that can scrape webpages

Configured with Agent, OpenAI Chat Model, Tool Http Request. Review the connections and setup before adapting this template.

Workflow preview
AI & modelsOpenAI Chat ModelOpenAI Chat ModelAI & modelsOpenAI Chat Model1OpenAI Chat ModelWeb / APIActivity ToolTool Http RequestTransformSet ChatInput1Edit FieldsAI & modelsAI Agent1AgentTransformSet ChatInputEdit FieldsTriggerWhen clicking ‘Testworkflow’Manual TriggerAI & modelsAI AgentAgentWeb / APIWebscraper ToolTool Http Request

Node categories in this workflow

  • AI & models
  • Web / API
  • Transform
  • Trigger

Icons describe general node roles, inferred from node types. Inspect the parameters for the configured action.

Drag to pan; use + and − to zoom. Reconstructed from the exported node positions; nothing runs here. Dashed lines represent non-main connections. Full node names and notes appear below.

How it works

The exported workflow contains the following configured nodes. Their connections are shown above; inspect the JSON for the complete logic, expressions, and external actions.

Workflow node names, types, and operations
NodeCategoryTypeOperation
OpenAI Chat ModelAI & modelsOpenAI Chat ModelSee node parameters
OpenAI Chat Model1AI & modelsOpenAI Chat ModelSee node parameters
Activity ToolWeb / APITool Http RequestSee node parameters
Set ChatInput1TransformEdit FieldsSee node parameters
AI Agent1AI & modelsAgentSee node parameters
Set ChatInputTransformEdit FieldsSee node parameters
When clicking ‘Test workflow’TriggerManual TriggerSee node parameters
AI AgentAI & modelsAgentSee node parameters
Webscraper ToolWeb / APITool Http RequestPOST

Setup

  1. Download the JSON and import it into an isolated n8n instance. Leave the workflow inactive.
  2. Connect your own credentials through n8n’s credential store. Replace REPLACE_WITH_* values with your resource identifiers.
  3. Inspect API destinations, Code nodes, database queries, file paths, and outbound actions.
  4. Run with synthetic data and harmless destinations. Enable triggers only after checking the actual outputs.

Requirements

An n8n instance with the listed node types and compatible versions. Service-connected workflows may require accounts, credentials, or paid APIs.

Credential types declared in the source

  • httpHeaderAuth
  • openAiApi

Workflow notes

AI agent that can scrape webpages

AI agent that can scrape webpages

Remake of https://n8n.io/workflows/2006-ai-agent-that-can-scrape-webpages/

Changes:

  • Replaces Execute Workflow Tool and Subworkflow
  • Replaces Response Formatting
Allow your AI to call an API to fetch data

Allow your AI to call an API to fetch data

Remake of https://n8n.io/workflows/2094-allow-your-ai-to-call-an-api-to-fetch-data/

Changes:

  • Replaces Execute Workflow Tool and Subworkflow
  • Replaces Manual Query Params Definitions
  • Replaces Response Formatting
Try It Out!

Try It Out!

The HTTP tool is drastically simplifies API-enabled AI agents cutting down the number of workflow nodes by as much as 10!

  • Available since v1.47.0
  • Recommended for single purpose APIs which don't require much post-fetch formatting.
  • If you require a chain of API calls, you may need to implement a subworkflow instead.

Need Help?

Join the Discord or ask in the Forum!

Happy Hacking!

ai agent that can scrape webpages

ai agent that can scrape webpages

Purpose and structure

This folder contains the ai agent that can scrape webpages workflow. Its executable nodes use agent, lmChatOpenAi, manualTrigger, set, toolHttpRequest. The table and connection map below are derived from the JSON, not an inferred guarantee of behavior.

Setup

Import inactive. Configure your own credentials and replace REPLACE_WITH_* values. Review external destinations and Code nodes before running.

Entry points

When clicking ‘Test workflow’

Verification

Sanitized source candidate; not runtime-tested. This overview is generated from node metadata. Read the folder README for the connection map, credential types, and license.

Attribution

https://github.com/Zie619/n8n-workflows/blob/94007c1445d9258a7da116646b79473e7c7c3282/workflows/Manual/0540_Manual_Stickynote_Automation_Webhook.json MIT; preserve source notices.

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