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Web Data Scraper with AI and Bright Data

Web Data Scraper with AI and Bright Data is a 15-node automation blueprint connecting Bright Data, Langchain, Google Gemini. Inspect its trigger, execution graph, branches, and implementation requirements.

Bright DataLangchainGoogle Gemini

Live system map / verified archive

The entire automation, wired and inspectable.

Brand marks identify the operational stack. Focus or select any node to isolate its real incoming and outgoing connections.

15

Nodes

14

Edges

6

Zones

System stack

3 integrations

  • Bright Data
  • LangChain
  • Google AI
Web Data Scraper with AI and Bright Data interactive execution graphStructural view of 15 workflow nodes and 14 visible connections. Focus any node to inspect its connected path. Parameters and credentials are intentionally excluded.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 2 outgoing connections.When clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 2 OUTGoogle Gemini Chat Model for AI Agent. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.Google Gemini Chat Model …GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTMCP Client list all tools for Bright Data. integration node, mcpClient. 1 incoming and 1 outgoing connections.MCP Client list all tools…INTEGRATIONMCPCLIENT1 IN / 1 OUTSet the URL with the Webhook URL and data format. transform node, set. 1 incoming and 1 outgoing connections.Set the URL with the Webh…TRANSFORMSET1 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTSet the URLs. transform node, set. 1 incoming and 1 outgoing connections.Set the URLsTRANSFORMSET1 IN / 1 OUTAI Agent. ai node, agent. 6 incoming and 2 outgoing connections.AI AgentAIAGENT6 IN / 2 OUTMCP Client Bright Data Web Scraper. integration node, mcpClient. 1 incoming and 1 outgoing connections.MCP Client Bright Data We…INTEGRATIONMCPCLIENT1 IN / 1 OUTMCP Client to Scrape as Markdown. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.MCP Client to Scrape as M…INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTCreate a binary data. transform node, function. 1 incoming and 1 outgoing connections.Create a binary dataTRANSFORMFUNCTION1 IN / 1 OUTWebhook for Web Scraper AI Agent. integration node, httpRequest. 1 incoming and 0 outgoing connections.Webhook for Web Scraper A…INTEGRATIONHTTPREQUEST1 IN / 0 OUTMCP Client to Scrape as HTML. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.MCP Client to Scrape as H…INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTWebhook for web scraper. integration node, httpRequest. 1 incoming and 0 outgoing connections.Webhook for web scraperINTEGRATIONHTTPREQUEST1 IN / 0 OUTWrite the scraped content to disk. integration node, readWriteFile. 1 incoming and 0 outgoing connections.Write the scraped content…INTEGRATIONREADWRITEFILE1 IN / 0 OUTMCP Client List all tools. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.MCP Client List all toolsINTEGRATIONMCPCLIENTTOOL0 IN / 1 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

triggeraidecisiontransformintegration
Scroll horizontally to inspect every zone.verified structural metadata · graph c18efaa12b96e097Enter or click to lock · Escape to clear

Structured review

Read the workflow as a system, not a node dump.

The archived graph is grouped into operational zones, then checked against the controls needed to adapt the pattern safely. Every count below is derived from the normalized record.

01

Entry signals

1 node

Events, schedules, and unconnected roots that can start an execution.

When clicking ‘Test workflow’

Trigger

02

Data & operations

8 nodes

Transformations and external-system actions that move the work forward.

MCP Client list all tools for Bright Data

Integration

MCP Client List all tools

Integration

MCP Client Bright Data Web Scraper

Integration

Set the URLs

Transform

MCP Client to Scrape as Markdown

Integration

MCP Client to Scrape as HTML

Integration

+ 2 more in system map
03

Intelligence & routing

3 nodes

Model calls and control points that interpret, branch, or govern the run.

AI Agent

AI reasoning

Google Gemini Chat Model for AI Agent

AI reasoning

Simple Memory

AI reasoning

04

Terminal actions

3 nodes

Nodes with no visible outgoing edge: the workflow’s observable outcomes.

Webhook for web scraper

Integration

Webhook for Web Scraper AI Agent

Integration

Write the scraped content to disk

Integration

Provenance boundary

Inspectable does not mean redistributable.

This page publishes structural metadata extracted from a local workflow archive. Parameters, credential references, code bodies, and downloadable JSON are excluded. The route can enter indexing only after a graph match and quality gate; source licensing remains a separate promotion gate.

Graph match
prefix
Quality score
13 / 14
Raw download
Held
Crawler state
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