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Turning a jobs scraper into an AI agent's tool with the Apify MCP server

This story is from 2026-09-11. It is preserved in the archive; the latest stories are on the live feed.

There is a lot of good advice around on making your Actor agent-friendly. Almost none of it shows you the thing an agent actually sends over the wire — and that turned out to be the part that changed how I build. I build Actors on Apify under the name primeflowio. One of them, ATS Jobs Scraper & Ch…

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  1. 2026-09-11 12:07 · DEV Community — AI
    Turning a jobs scraper into an AI agent's tool with the Apify MCP server

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