Rare find

AIL Framework. Tool that finds and analyzes leaked information across the web.

github.com/ail-project/ail-framework
by @CIRCL

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Updates

July 2026
  • fix: [retrohunt + tracker] do not filter item sources if empty. fix #430
  • fix: [user-account] fix get forum
  • fix: [redis] fix redis-py version
  • chg: [interactive crawler] improve template
  • chg: [crawler] improve interactive crawler meta + fix delete task
  • chg: [interactive crawler] better error tracking and show error to us…
  • chg: [forum + crawler] interactive crawler, add option to create cook…
  • chg: [crawler] add interactive browser crawler capture. user can open…
  • fix: [search engine] catch meilisearch connection error
  • chg: [correlation] add forum object type filter
  • chg: [user-account] add forum support. show user-account threads amd …
  • chg: [forum] add support for post images in UI
  • chg: [forum] save post and user images + extract images from HAR + re…
  • chg: [forum] add banner
  • chg: [forum] sort threads by last post date
  • chg: [UI] add btn forums explorer
  • chg: [forum] crawler add max account crawler config + forum icons
  • chg: [forum] show currently crawling accounts tasks
  • chg: [tracker] UI track forum posts
  • fix: [search] same date search filter
May 2020
  • Release —AIL Framework version 3.1 with new crawling with cookies, Telegram username correlation, new external feeders (e.g. Twitter) and many improvements
February 2020
  • Release —AIL Framework version 3.0 with full MISP format export/import and small improvements
  • Release —AIL Framework version 2.9 released with a critical security fix (CVE-2020-8545) and minor bugs fixed
January 2020
  • Release —AIL Framework version 2.8 released with a domain screenshot browser and many bugs fixed
  • Release —AIL Framework version 2.7 released with an improved tagging system
December 2019
  • Release —AIL Framework version 2.6 released with improved correlations (hover information, screenshot hash correlation), API improvements and various fixes
November 2019
  • Release —AIL Framework version 2.5 released with improved correlation and experimental support for MISP modules
  • Release —AIL Framework version 2.4 released with improved crawled domain correlation (cryptocurrency, pgp keys, decoded...)
October 2019
  • Release —AIL Framework version 2.3 released with improved cryptocurrencies detection, SQLi, reconnaissance tools
September 2019
  • Release —AIL Framework version 2.2 released with refactoring of term tracking