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Work · alternatives · 2026

24 alternatives to Every great read I've come across, compiled into a knowledge graph

The network graph that holds all the wonderful reads I've ever found on the internet.

This is a knowledge graph tool that organizes books and reading materials into an interconnected database. Launched in 2022, it allows users to compile and visualize their favorite reads and the relationships between… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Every great read I've come across, compiled into a knowledge graph launched in 2022; newer entries below may have overtaken it.

  1. 1
    BookGraph▲126

    Visualize your reading network

    Oct 2025 · bookgraph.lovable.app · its alternatives →

  2. 2

    Hey HN! I love finding new books to read on here. I wanted to gather the most mentioned books and recreate the serendipity of physical browsing. I scraped 20k comments from HN threads related to reading, extracted the references and opinions using GPT-4o mini, and visualised their embeddings as a map. - OpenAI's embeddings were processed using UMAP and HDBSCAN. A direct 2D projection from the text embeddings didn't yield visually interesting results. Instead, HDBSCAN is first applied on a high-dimensional projection. Those clusters tend to correspond to different genres. The genre…

    2024 · hnbooks.pieterma.es · its alternatives →

  3. 3
    Kooba▲141

    An interactive graph for finding new books

    2017 · its alternatives →

  4. 4KA
  5. 5TB
  6. 6

    An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform. - san089/goodreads_etl_pipeline

    2020 · github.com · its alternatives →

  7. 7

    Discover, organise & discuss books

    2022 · literal.club · its alternatives →

  8. 8

    Since 2005, Goodreads has been the default book tracking site, connecting millions of readers. But let’s be real—it’s barely changed in 20 years. It’s the same site it was, just with more ads. Still no half-star ratings. No proper DNF (Did Not Finish) option. UI still looks like it's from 2005. Amazon owns it and doesn't care. So I built Kaguya, a modern alternative, over the past 9 months. What’s live: Custom shelves (Organize however you want) Rich-text reviews (format your thoughts properly) 10-star rating system (More nuance than 5 stars) DNF, On-Hold, and other reading statuses Likes,…

    2025 · kaguya.io · its alternatives →

  9. 9
    Hardcover▲307

    Discover, track and read life-changing books

    2023 · hardcover.app · its alternatives →

  10. 10
    Hardcover▲141

    Social discovery for serious book lovers

    2022 · hardcover.app · its alternatives →

  11. 11MB
  12. 12
    Graphify▲195

    Turn your Notion notes into an interactive knowledge map

    2025 · getgraphify.com · its alternatives →

  13. 13
    Literal▲321

    Track your reading and discover your next favourite book

    2021 · literal.club · its alternatives →

  14. 14MO
  15. 15KG

    Hi HN! My latest side project is knowledge graph that maps the French culinary network using data extracted from restaurant reviews from LeFooding.com. The project uses LLMs to extract structured information from unstructured text. Some technical aspects you may be interested in: - Used structured generation to reliably parse unstructured text into a consistent schema - Tested multiple models (Mistral-7B-v0.3, Llama3.2-3B, gpt4o-mini) for information extraction - Created an interactive visualization using gephi-lite and Retina (WebGL) - Built (with Claude) a simple Flask web app to clean and…

    2025 · theophilecantelob.re · its alternatives →

  16. 161A
  17. 17
    Booky▲115

    Organize notes from books you read

    2019 · apps.apple.com · its alternatives →

  18. 18

    Organize your books, track your reading and write reviews

    2023 · pascio.gumroad.com · its alternatives →

  19. 19

    Keep track of all your books online.

    2016 · booknshelf.com · its alternatives →

  20. 20

    Hey HN! We're Paul, Preston, and Daniel from Zep. We've just open-sourced Graphiti, a Python library for building temporal Knowledge Graphs using LLMs. Graphiti helps you create and query graphs that evolve over time. Knowledge Graphs have been explored extensively for information retrieval. What makes Graphiti unique is its ability to build a knowledge graph while handling changing relationships and maintaining historical context. At Zep, we build a memory layer for LLM applications. Developers use Zep to recall relevant user information from past conversations without including the entire…

    2024 · github.com · its alternatives →

  21. 21

    Analyze your Goodreads and discover trends and patterns!

    2023 · readstats.com · its alternatives →

  22. 22
    Fiction▲105

    Track your reading lists - set goals, read more, take notes

    2023 · apps.apple.com · its alternatives →

  23. 23WH
  24. 24

    Track, organize, and *actually* remember what you read w/ AI

    2024 · apps.apple.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →