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AI Training Data Collection

Collect and structure large-scale web datasets for fine-tuning and training AI models.

The Problem

Training and fine-tuning AI models requires large, clean datasets from diverse web sources. Collecting this data manually is impractical, and raw HTML is too noisy for model training.

The Solution

CrawlForge batch_scrape processes hundreds of URLs in parallel for scale, while extract_content returns clean, structured text ready for training pipelines. Build datasets from any web source.

Code Example

// Collect training data from documentation sites
const batch = await mcp.batch_scrape({
  urls: [
    "https://docs.example.com/guide/intro",
    "https://docs.example.com/guide/setup",
    "https://docs.example.com/guide/advanced",
    // ... hundreds more URLs
  ],
  format: "markdown",
});

// Extract clean content for each page
const dataset = await Promise.all(
  batch.results.map(page =>
    mcp.extract_content({
      url: page.url,
      format: "text",
      remove_navigation: true,
    })
  )
);

console.log(`Collected ${dataset.length} documents`);

Tools Used

batch_scrape5 credits
extract_content2 credits

Estimated cost: ~7 credits per document

Ready to Get Started?

Every new account gets 1,000 free credits. No credit card required.

Start Free with 1,000 Credits

Related Use Cases

AI Agent Data Pipelines
Feed your AI agents live web data with structured extraction and multi-source research.
deep_research (10 cr)extract_content (2 cr)
Content Migration
Extract and restructure content from legacy sites for migration to modern platforms.
crawl_deep (5 cr)extract_text (1 cr)

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