Showcase: ATS Zero-Browser Gateway — Fast protocol MCP server for AI agent workflows #46758

Hi LiteLLM community! 👋

Wanted to share ATS Zero-Browser Gateway, an open-source MCP server and tool designed for AI agent workflows that need structured recruitment and job board intelligence (Workday, Greenhouse, Lever, Ashby).

Why Protocol-Level MCP Matters for Agents:

When agents call tools that launch headless browsers, latency and memory usage quickly balloon (800MB–1.2GB per container, 45–60s per page).

By reverse-engineering the internal JSON/CXS endpoints directly:

• Speed: Extracts 40+ jobs with descriptions, HTML, and compensation in 8.9 seconds at ~43MB of RAM.

• Deterministic Delta Tracking: Emits clean ADDED, REMOVED, or UPDATED lifecycle diffs.

• MCP Standard: Speaks native Model Context Protocol so LLMs connected via LiteLLM or Claude Desktop can call it with standard tool schemas.

• Serverless: Also deployable with 1 click on 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 a useful data-gathering tool for agent builders here!

Edited 17 Oct 2026: SmartRecruiters support was removed because its robots.txt disallows automated access. Supported: Workday, Greenhouse, Lever and Ashby.