shelftxt

Open-source, multi-user recommendation system for organizing and ranking a personal to-be-read library.

Webfreeglobal

shelftxt is an open-source system for organizing a personal to-be-read library and ranking what to read next, with transparent recommendation logic rather than an opaque algorithm, backed by a proper authenticated multi-user API. It's for readers with an overflowing TBR pile who want help deciding what to read next, with visibility into why a book is being suggested.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of shelftxt - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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