Core concepts / Regional packs

Regional packs

Packs are how mcpfor.work knows every job site — any sector, any country. They're versioned data, not code, so coverage grows without waiting for a release.

What a pack contains

A pack (for example healthcare-ie or logistics-de) teaches your AI how each portal in a region or sector works: per-site search URL templates, navigation guidance for the browser (where the filters are, how pagination behaves, login and captcha quirks), apply-form field maps, and a per-site flag for whether automation is safe there.

Updates without reinstalling

Hosted users get pack updates instantly — the connector serves the new guidance on the next tool call, nothing to reinstall. Self-host pulls signed, versioned packs from the registry:

terminal
$ mcpforwork packs update
✓ healthcare-ie v14 → v15 · logistics-de v8 (new)

Community & crowd-learning

A pack is a pull request — validated in CI and test-driven against the live site. And when your AI successfully navigates a portal, or hits a change that breaks the playbook, it can report a structured diff (opt-in) that feeds the next pack version. The product learns real sites from real usage across everyone who opts in.