Use cases

Every example below works today with KuroKit's existing tools — nothing hypothetical. Swap in your own URL and tell your agent what to do next.

Official API updates

You say

“Watch this official API and tell me when a new item appears.”

KuroKit does

createMonitor with sourceType “official_api” on a supported structured provider — no HTML parsing.

Your agent does next

Your agent reads the new item and summarizes what changed.

Terms of Service / Privacy Policy changes

You say

“Watch this vendor's Terms of Service page and tell me exactly what changed.”

KuroKit does

createMonitor with watchMode “any_change” — KuroKit computes phrase-level added/removed text, not just “something changed”.

Your agent does next

Your agent reviews the added/removed phrases and flags anything that affects your data rights.

Keyword-filtered news or wiki watch

You say

“Watch Wikipedia Recent Changes but only record edits mentioning ‘Python’ or ‘AI’.”

KuroKit does

createMonitor with watchMode “keywords” and keywords: [“Python”, “AI”] — evaluated per new item on list-style pages, not the whole page at once.

Your agent does next

Your agent only hears about the edits that actually matter to you.

New release on a GitHub repo

You say

“Watch this repo's releases and tell me when there's a new one, so I can update our dependency.”

KuroKit does

createMonitor with sourceType “rss” on the repo's /releases.atom feed — no scraping needed, GitHub already publishes it as a feed.

Your agent does next

Your agent opens the release notes, checks for breaking changes, and drafts the dependency bump.

Weekly digest across several blogs

You say

“Watch these five blogs and send me a summary every Friday.”

KuroKit does

One monitor per blog, notifyChannels [“mcp_event”] — your agent pulls getEvents on a schedule and composes the digest itself.

Your agent does next

Your agent writes and sends (or drafts) the weekly email.

Competitor price drop

You say

“Watch this product page and tell me only if the price drops below $40.”

KuroKit does

createMonitor with watchMode “number” and a threshold — it ignores every check that doesn't cross your line.

Your agent does next

Your agent notifies you, or places an order if you've already authorized that.

Want something more ambitious — cross-checking two monitors, or KuroKit judging how important a change is? That's not built yet.

Roadmap →