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...They are compatible with a variety of DNS-based filtering tools such as Pi-hole, AdGuard, and DNSMasq, making them easy to integrate into different environments. The project also includes specialized lists for categories like gambling, social media, and adult content, offering additional customization.
...It's kinda like a spam filter for the web.
icappfd is used with proxy servers (squid3, and probably others) to protect users from certain types of content such as gambling, peer2peer, porn etc etc.