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Catalog
Every x402, MPP, MCP, and skill listing we've indexed, normalized, and enriched.
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Detect CSS selector drift between two HTML versions
Detect CSS selector drift between two HTML versions. Returns broken/changed selectors for each field.
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Estimate total scraping bandwidth from URL count, page size and blocking/compression optimizations.
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Compare API vs scraping approaches by scoring cost, rate limits, difficulty and legal risk factors.
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Track scraping session success rate, block rate, timeout rate and health trend from request results.
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Detect geo-blocking from HTTP 451, page content messages, Cloudflare country headers and redirect patterns.
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Remove scripts, nav, footer, ads and sidebars from HTML to isolate main content.
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Detect DOM changes between two HTML versions: price changes, availability changes and layout shifts.
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Calculate total scraping cost per record from proxy, compute, CAPTCHA, storage and dev costs.
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Plan infinite scroll handling: detect cursor APIs, GraphQL pagination or scroll simulation strategy.
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Score CSS selector reliability in HTML by testing match count and returning high/uncertain/not_found status.
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Calculate safe concurrency, delay intervals and per-worker timing for throttled scraping.
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Optimize headless browser config from RAM, CPU, concurrency and rendering requirements.
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Manage a pool of real browser user agent strings with rotation strategy and desktop/mobile filtering.
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Deduplicate scraped records by exact match or URL normalization
Deduplicate scraped records by exact match or URL normalization. Returns unique records and dupe stats.
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Extract emails, phone numbers and social media profiles from HTML
Extract emails, phone numbers and social media profiles from HTML. Returns selectors and recommended pages.
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Parse news articles for title, author, date, description, lead image and word count
Parse news articles for title, author, date, description, lead image and word count. Returns completeness score.
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Extract high-density text blocks from HTML by calculating text-to-HTML ratio per block element.
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Extract sentiment from reviews using keyword scoring
Extract sentiment from reviews using keyword scoring. Returns distribution, top positive/negative keywords.
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Clean HTML by removing scripts, styles, comments and tracking elements
Clean HTML by removing scripts, styles, comments and tracking elements. Returns stripped content.
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