Real-device ad verification. Kaminari Ad scans ad creatives, ad tags, landing pages and redirect chains on real iPhone, Android and desktop devices over residential IPs in 195+ countries, and returns a verdict with full evidence — screenshots, the request tree, and the rule that fired.
We catch what URL-based checks miss: malvertising, auto-redirects and cloaking that only show themselves to a real victim device.
kaminari-ad/mcp— the official MCP server. 108 tools that let Cursor, Claude and any MCP client run scans, author policies and triage alerts. Install from npm or read the MCP overview.
- DarkSword in the ad stack: an iOS exploit chain delivered as malvertising — 7,537 observations across 209 storefront domains, with indicators of compromise.
- More threat reports on the Kaminari Ad blog.
From the team behind Kaminari Click — anti-fraud for incoming traffic. Contact: hello@kaminari.ad.