Tools / Stealth Scraper / Use Cases / Crawl Multi-Page Sites for Structured Data

Crawl Multi-Page Sites for Structured Data

Follow links across multiple pages of a site to collect structured data from every matching page in a single crawl.

Tool
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Stealth Scraper

When you need data from across an entire site — all product listings, all news articles, all directory entries — scraping one page at a time is slow and brittle. You need a crawler that follows the site's internal links, applies the same extraction logic to every matching page, and returns a unified dataset without you having to manage the link queue manually.

Stealth Scraper's `stealth_crawl` skill traverses a site from a starting URL, follows internal links matching your depth and scope settings, and applies stealth rendering on each page. You get structured data from every page the crawl visits, collected in one pass.

Data engineers, research teams, and content aggregators use this to build datasets from directory sites, pull structured content from documentation libraries, and collect product data across paginated catalogue sections.

Agent Guides

Claude

  1. Connect ToolRouter in Claude: claude mcp add toolrouter -- npx -y toolrouter-mcp
  2. Provide the starting URL and describe the scope — which pages you want, how deep to crawl, and what data to extract from each.
  3. Ask Claude to use `stealth-scraper` with `stealth_crawl` starting from your URL.
Read full guide →

ChatGPT

  1. Connect ToolRouter in ChatGPT: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
  2. Specify the starting URL, crawl depth, and what the output will be used for.
  3. Ask ChatGPT to use `stealth-scraper` with `stealth_crawl` to collect pages.
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Copilot

  1. Connect ToolRouter in Copilot: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
  2. Define the starting URL, crawl depth, and your target data schema.
  3. Ask Copilot to use `stealth-scraper` with `stealth_crawl` and extract specified fields from each page.
Read full guide →

OpenClaw

  1. Connect ToolRouter in OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
  2. Define the starting URL, crawl depth, and the fields to extract from each page.
  3. Run `stealth-scraper` with `stealth_crawl` and collect the full dataset in a normalized schema.
Read full guide →

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