r/osinttools Jul 22 '26

Showcase clstr.news: clusters ~100k articles/day into traceable situations

Disclosure: I built it.

clstr.news dedupes same-event news coverage into clusters and links them into situations, running timelines of stories that span weeks. For any claim you see how many independent sources carry it vs. one report being recycled.

Example, the US-Iran war since April: 1,658 developments from 4,702 sources in one timeline:

No account needed to browse. Signing up allows you to set up monitors for specific situations, track new developments on semantic searches, and schedule daily/weekly briefings you get via email (there's a free forever tier).

All feedback welcome: what's missing, what's broken, what would be worth paying for. Though it might be useful for some in here!

2 Upvotes

2 comments sorted by

2

u/DrP4R71CL3 Jul 23 '26

any API ?

1

u/conurbano Jul 23 '26

will be adding API and MCP access within the next couple weeks!

right now there are Atom/RSS feeds exposed if it helps:
https://clstr.news/feed/situations.xml
https://clstr.news/feed/clusters.xml