Saw Karpathy's HackerTube and wanted the same thing for books. So I had Claude build one (Opus 5.5).
It's ~16.5k books that at least two different HN commenters brought up, from 2007 till now. Each book links back to the comments that mentioned it. Data is downloadable from the about page.
To be clear: Claude wrote almost all of it, including the data pipeline and the site. I mostly steered and made calls, bought the domain name, etc.
It counts mentions, so it's not perfect (praising a book and trashing it both count). If your favourite book is missing or matched to the wrong thing, tell me.
Please give reading (especially fiction) another chance. I had a stretch of about a decade where I finished maybe two or three books total. Partly, I didn't think I "needed to read" because of how much time I spend reading HN and other non-fiction sources, especially on the internet: or that I was "too busy".
I was running my startup, and had a copy of Infinite Jest on my bedside table for nearly 2 years -- telling myself that I would finish it. It's an amazing book (the part I've read anyway), but it was such an intricate piece of work that I managed to convince myself I basically had reading-ADHD and there was no point in me trying to read other books.
Last year, I started reading (fiction!) books that were just interesting to me or that other people were talking about, instead of picking up "aspirational" fiction or non-fiction and reading the first chapter.
I've been getting through a book every month or two since and am absolutely loving it. I read a lot of fiction as a child and teenager and I'd forgotten just how visceral good fiction can be. Reading properly again also helped convince me to write stories, too.
If this sounds like you, I challenge you (with kindness) to pick up a piece of approachable fiction and see how much more you get out of it than you expected to!