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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

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

15

Nodes

14

Links

1

Run groups

Connected tools

3 integrations

  • Bright Data
  • LangChain
  • Google AI

Canvas controls

Fit wide systems, then zoom into any run group.

Web Data Scraper with AI and Bright Data execution lanes1 run groups containing 15 workflow nodes and 14 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 2 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 2 OUTMCP Client list all tools for Bright Data. integration node, mcpClient. 1 incoming and 1 outgoing connections.STEP 02MCP 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.STEP 02Set the URL with the Webh…TRANSFORMSET1 IN / 1 OUTSet the URLs. transform node, set. 1 incoming and 1 outgoing connections.STEP 03Set the URLsTRANSFORMSET1 IN / 1 OUTAI Agent. ai node, agent. 6 incoming and 2 outgoing connections.STEP 03AI AgentAIAGENT6 IN / 2 OUTMCP Client Bright Data Web Scraper. integration node, mcpClient. 1 incoming and 1 outgoing connections.STEP 04MCP Client Bright Data We…INTEGRATIONMCPCLIENT1 IN / 1 OUTCreate a binary data. transform node, function. 1 incoming and 1 outgoing connections.STEP 04Create a binary dataTRANSFORMFUNCTION1 IN / 1 OUTWebhook for Web Scraper AI Agent. integration node, httpRequest. 1 incoming and 0 outgoing connections.STEP 04Webhook for Web Scraper A…INTEGRATIONHTTPREQUEST1 IN / 0 OUTWebhook for web scraper. integration node, httpRequest. 1 incoming and 0 outgoing connections.OUTCOMEWebhook for web scraperINTEGRATIONHTTPREQUEST1 IN / 0 OUTWrite the scraped content to disk. integration node, readWriteFile. 1 incoming and 0 outgoing connections.OUTCOMEWrite the scraped content…INTEGRATIONREADWRITEFILE1 IN / 0 OUTGoogle Gemini Chat Model for AI Agent. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Gemini Chat Model …GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTSimple Memory. ai node, memoryBufferWindow. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Simple MemoryAIMEMORYBUFFERWINDOW0 IN / 1 OUTMCP Client to Scrape as Markdown. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1MCP Client to Scrape as M…INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTMCP Client to Scrape as HTML. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1MCP Client to Scrape as H…INTEGRATIONMCPCLIENTTOOL0 IN / 1 OUTMCP Client List all tools. integration node, mcpClientTool. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1MCP Client List all toolsINTEGRATIONMCPCLIENTTOOL0 IN / 1 OUT

Signal inspector

Focus, hover, or select a step to isolate its runtime and support links.

Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.15 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

When clicking ‘Test workflow’

9 Execution Links5 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    MCP Client list all tools for Bright Data

    Integration

    Set the URL with the Webhook URL and data format

    Transform

  3. Step 3

    Set the URLs

    Transform

    AI Agent

    AI reasoning

  4. Step 4

    MCP Client Bright Data Web Scraper

    Integration

    Create a binary data

    Transform

    Webhook for Web Scraper AI Agent

    Integration

  5. Outcome

    Webhook for web scraper

    Integration

    Write the scraped content to disk

    Integration

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

5 nodes

  • Google Gemini Chat Model for AI Agent

    AI reasoning dependency

  • Simple Memory

    AI reasoning dependency

  • MCP Client to Scrape as Markdown

    Integration dependency

  • MCP Client to Scrape as HTML

    Integration dependency

  • MCP Client List all tools

    Integration dependency

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