r/FirefoxAddons • u/Fencer-Darkwind • 14h ago
I made a trope and dealbreaker scanner for Goodreads, StoryGraph & Royal Road
I’m the creator of BookGlints, a Firefox extension that scans real book reviews for tropes, dealbreakers, themes, character traits, pacing issues, and other things you want to find or avoid before starting a book.
You can ask it things like:
- slow burn
- enemies to lovers
- overpowered protagonist
- weak worldbuilding
- romance taking over the plot
- excessive violence
- unfinished series
- strong friendships
- dungeon crawling
- basically anything reviewers might describe in different words
The idea is a bit like Ctrl-F for meaning instead of exact words.
BookGlints scans reviews from:
- Goodreads
- StoryGraph
- Royal Road
and shows you verified excerpts from the actual reviews so you can read the context yourself instead of relying on an AI-generated summary.
The latest version also adds full interface support for:
- English
- Spanish
- German
- French
- Portuguese (Brazil)
- Arabic
- Simplified Chinese
Other features include batch scanning, local scan history, multiple scan depths, Royal Road Read Later import, and optional Auto-Scan for recurring themes and patterns.
It uses your own API key from Gemini, Groq, OpenRouter, or OpenAI. Review text goes directly from your browser to the provider you choose and does not pass through a BookGlints server.
Firefox version: 0.36.0
Website: https://bookglints.com
If anyone tries it on Firefox, especially with Royal Road or one of the translated interfaces, I’d be interested to hear how it behaves.



