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Showcase: ATS Zero-Browser Gateway — Fast protocol scraper & MCP server for Workday & ATS platforms #5168
ginugokz
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Hi Firecrawl community! 👋
I'm a big fan of Firecrawl for generic web-to-markdown and web crawling for LLMs. When dealing specifically with complex enterprise ATS platforms (Workday, Greenhouse, Lever, Ashby), career pages often have heavy client-side hydration, obfuscated DOM trees, and pagination structures that make generic HTML-to-markdown crawlers take extra time and memory.
To optimize this specific data pipeline, I built ATS Zero-Browser Gateway:
Direct Protocol APIs: Bypasses browser rendering by querying internal JSON/CXS endpoints directly (e.g.
/wday/cxs/{org}/{portal}/jobs).Performance: Extracts 40+ jobs with descriptions, HTML, and compensation in 8.9 seconds at ~43MB of RAM.
Deterministic Delta Tracking: Emits clean
ADDED,REMOVED, orUPDATEDlifecycle diffs so agents don't re-crawl static postings.MCP Native: Functions as a Model Context Protocol (MCP) server for Claude Code and Cursor, or serverless via Apify.
💻 GitHub Repo: https://github.com/ginugokz/ats-zero-browser-gateway
📦 Apify Store: https://apify.com/ginugokz/ats-zero-browser-gateway
Hope this serves as an interesting reference or specialized companion for developers scraping job boards!
Edited 17 Oct 2026: SmartRecruiters support was removed because its robots.txt disallows automated access. Supported: Workday, Greenhouse, Lever and Ashby.
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