Benthic a tool from isoglu.com Download

Checks every reference, before you cite it.

Language models produce reading lists in seconds. Some entries are invented, some are attributed to the wrong paper, some were retracted long ago. Benthic checks every reference, rates the list as a whole and fetches the real papers from open-access sources.

Version 1.0.0 · macOS 13 or later · Apple Silicon and Intel

Check

Example: reading list from a chat answer, 6 references

  1. Verified

    Harris, C. R. et al. (2020). Array programming with NumPy. Nature.

    10.1038/s41586-020-2649-2

    PDF fetched · publisher version · OpenAlex

  2. Not found

    Smith, J. (2021). A systematic audit of citation reliability in large language models.

    No matching work found. Probably invented.

  3. DOI corrected

    LeCun, Y., Bengio, Y. & Hinton, G. (2015). Deep learning. Nature.

    10.1038/nature14538 → 10.1038/nature14539

    No free full text known · open through your university

  4. Retracted

    Wakefield, A. J. et al. (1998). Ileal-lymphoid-nodular hyperplasia, non-specific colitis, and pervasive developmental disorder in children. The Lancet.

    The article was retracted. Do not cite.

  5. Verified

    Vaswani, A. et al. (2017). Attention is all you need.

    10.48550/arXiv.1706.03762 · found by title

    PDF fetched · preprint · arXiv

  6. Mismatch

    Smith, J. (2019). Deep learning for protein folding at scale. Science.

    The DOI belongs to a different article: “Cell Proliferation Without Neurogenesis in Adult Primate Neocortex”.

3 real · 1 invented · 1 misattributed · 1 retracted

Checks against CrossrefOpenAlexSemantic ScholararXivRetraction WatchOpen Library

More than checking references

Benthic also checks what you quote from your sources, reads LaTeX and, for lecturers, checks a whole folder of submissions.

Quote check

Every direct quotation in your thesis is looked up word for word in the downloaded full text of its source. You see whether it is there, where the wording differs and whether the cited page is right.

Batch check

Lecturers check a folder of submissions at once: one row and one report per submission, export as CSV or Excel. The submissions stay on the Mac.

LaTeX projects

A .tex file with its .bib, or the whole project as a .zip: keys missing from the .bib, entries never cited, and every cited entry verified.

Published versions

When a preprint you cite has since appeared in a journal or conference, Benthic gives you the published version to copy.

Across languages

German thesis, English source: Benthic translates your sentence on your Mac before it looks for the passage (macOS 15 or later).

Key papers you may be missing

Works that your sources cite again and again but that are not in your list.

Watch a file

Benthic rechecks your thesis every time you save it and tells you about new problems.

PDF report

Save any check report, with quotations, published versions and style notes, as a PDF.

Seven verdicts for every reference

Benthic compares title, authors and year with Crossref, OpenAlex, Semantic Scholar, arXiv, Open Library and doi.org. For every source you see what holds and what does not.

Real citable

Verified
The work exists, and title, authors and year match the reference.
DOI corrected
The work exists, but the DOI was wrong or missing. Benthic inserts the right one.

Look it up check

Deviates
The work exists, but year, title or authors differ from the reference.
Uncertain
There is a similar match. A look at the original settles whether it is the one meant.

Do not cite remove

Mismatch
The DOI exists but belongs to a different work.
Not found
No matching work found. Usually the source is invented.
Retracted
The paper was retracted and belongs in no reference list.

From chat answer to library

Four steps you would otherwise do by hand: look up every reference, check for retractions, find a freely available PDF and file everything properly.

  1. Paste

    Whole chat answers, reading lists, BibTeX, RIS or DOI lists, or your whole thesis as PDF, Word or LaTeX. Paste them, open a file, drop it on the window or send it from any app through the Services menu. References without a DOI are found by title.

  2. Check

    Every reference gets one of the seven verdicts. Benthic recognises retracted articles from the Crossref and OpenAlex metadata. With a whole thesis it also compares the bibliography with the citations in the text and checks the citation style and the direct quotations.

  3. Fetch

    Your own library first, then eight open-access sources in a fixed order. Benthic shows which version it found: preprint, accepted manuscript or publisher version.

  4. Keep working

    Projects per research question with a daily retraction watch, a bibliography in every common citation style, export as BibTeX, RIS, CSV or Excel, and straight into Zotero.

The route to every PDF, in this order:

Your library

What you already have, Benthic does not fetch again.

Open Access

  1. 1arXiv
  2. 2OpenAlex
  3. 3Unpaywall
  4. 4Europe PMC
  5. 5Semantic Scholar
  6. 6CORE
  7. 7Elsevier
  8. 8Crossref

Only full texts that publishers, repositories or authors make freely available themselves.

A link through your library

No free full text? Benthic opens the article through your university's access or drafts a request to the authors.

A checkpoint for your literature

This is Benthic, in light, dark or automatic like your Mac, in English or German.

Benthic
Check report with verdicts for seven sources, one of them retracted and one not found
Check reportVerdict, match, where it was found and the journal for every reference, with the health of the whole list above. Real sources go to the download or to Zotero in one click, the report into your files as CSV or Excel.

Your AI assistant checks its own sources

Benthic ships with an MCP server. With it, AI assistants can check reading lists, whole theses and direct quotations, rate lists, fetch papers through open access, read full texts, find supporting passages and write bibliographies, right into your Zotero collection. You watch every run live in the app.

  • Verify references
  • Fetch papers
  • Check open access
  • Job status
  • Search library
  • Read a paper
  • List projects
  • Create project
  • Project status
  • Export bibliography
  • Assess reference list
  • Check a document
  • Find supporting passage
  • Retraction watch
  • Send to Zotero
  • Check Zotero library
  • Check quotations
  • Suggest missing sources
  • Check a folder

One click from the app: Claude Desktop, ChatGPT with Codex, Antigravity and Gemini CLI; Cursor, VS Code and LM Studio open their own dialog. Claude Code, Codex and Gemini CLI can also install Benthic themselves, with one command. Chats in the browser cannot start tools on your Mac; paste their answers into Benthic instead.

Example in Claude Desktop

Check the sources from your last answer and put the real ones into my project “Seminar paper”.

Benthic · Verify references 6 checked: 3 real, 1 invented, 1 misattributed, 1 retracted
Benthic · Fetch papers 2 PDFs in “Seminar paper”, 1 article only through university access

Two references from my answer cannot be confirmed, so I removed them. Wakefield et al. (1998) was retracted and should not be cited. The three real sources are now in your project.

What Benthic does and what it leaves to you

Does

  • Spot invented sourcesWhen Benthic finds no matching work, the reference appears as “Not found” in the report.
  • Correct wrong DOIsWhen title and authors match, Benthic inserts the right DOI.
  • Check whole thesesPDF, Word or LaTeX: bibliography, citations in the text and citation style in one pass.
  • Check direct quotationsWord for word in the full text of the source, page number included.
  • Check many theses at onceA folder of submissions, one report each, the overview as CSV or Excel.
  • Flag retracted articlesbefore they end up in your paper, and after: the retraction watch rechecks the sources of your projects every day.
  • Fetch free full textsand show which version it is: preprint, accepted manuscript or publisher version.
  • Find supporting passagesThe place in the downloaded full text that matches your sentence, with the page number.
  • Rate reference listsAuthenticity, age of the sources and journals with JUFO level and citation rate, warnings from DOAJ’s lists, optionally with your own ranking list.
  • Write bibliographiesin every common citation style, with export as BibTeX and RIS.
  • Work with AI assistantsthrough MCP, with Claude, Codex, Gemini CLI, Antigravity, Cursor and more.
  • Work with ZoteroSend checked sources into your collection and check the whole library for retractions.

Leaves to you

  • Paywalled articlesWithout a free full text you get the link through your university library.
  • Judging contentBenthic finds the passage that best matches your sentence. Whether it really supports the claim is yours to judge as you read.
  • Every last sourceBooks, reports and very recent papers are sometimes missing from the registries. The verdict is then a cautious “Uncertain” or “Not found”.
  • The final wordVerdicts are well-founded pointers. With “Deviates” and “Uncertain”, a look at the original is worth it.
  • Windows and Linux, for nowBenthic currently needs macOS 13 or later, on Apple Silicon or Intel. Versions for Windows and Linux are planned.

Stays on your Mac

  • No account, no cloud

    Library, projects and PDFs live in your Documents folder. Benthic runs entirely on your computer.

  • Only what is needed leaves

    The sources learn the DOI, title and authors of the references you check. Unpaywall also gets the e-mail address it requires for requests. For journal levels, Benthic asks the Finnish JUFO list by ISSN. The retraction watch sends the DOIs of your project sources to Crossref and OpenAlex once a day.

  • No usage data

    Benthic keeps no record of what you do. Its only connection to this website is the update check, which fetches a small file without any identifier. The website itself measures visits only if you agree.

Frequently asked questions

Does Benthic fetch paywalled articles?

No. Benthic only fetches full texts that publishers, repositories or authors make freely available themselves, through the official interfaces of those services. For everything else, Benthic opens access through your university library.

Where do the journal metrics come from?

From OpenAlex (citations per article over the last two years, h-index, DOAJ) and the Finnish JUFO list (levels 0 to 3). Ranking lists such as VHB-JOURQUAL, ABDC or AJG you download from their publishers and import into Benthic. Benthic ships no lists, because their publishers control how they are shared.

How does Benthic recognise an invented source?

If Benthic finds no matching work in Crossref, OpenAlex, Semantic Scholar, arXiv or Open Library, by DOI or by title and authors, the verdict is “Not found”. That is a strong signal, though no proof: very recent or obscure works are sometimes missing from these registries.

Do I need an account or an API key?

No. Unpaywall asks for an e-mail address, which Benthic sends with its requests. For CORE and Elsevier you can add your own keys if you have them; without them, Benthic asks the other sources. A free OpenAlex key is still worth having: without one, every network shares a small daily budget that large lists use up quickly.

Which AI assistants does Benthic work with?

You can paste the answer of any language model. As a tool, Benthic runs through MCP in Claude Desktop, ChatGPT with Codex, Antigravity, Claude Code, Codex CLI, Gemini CLI, Grok Build, Cursor, VS Code and LM Studio. Most connect in one click from the app; Claude Code, Codex and Gemini CLI can also install Benthic themselves, with one command.

Can lecturers check many submissions at once?

Yes. Under Batch check you choose a folder of submissions as PDF, Word or LaTeX. Benthic checks each one, shows a row per submission with its flagged sources and a report you can save as a PDF; the whole overview exports as CSV or Excel. The submissions stay on your Mac; only the DOI, title and authors of the references leave it.

Does Benthic work with Zotero?

Yes, both ways. From a check report or a project you send confirmed sources to the collection open in Zotero. Under Library, Benthic checks your whole Zotero library for retracted and corrected papers; it reads a copy of the database and changes nothing in Zotero.

How do I check sources from the browser or another app?

Select the text and choose Services › “Check References with Benthic” from the context menu. In the browser, a bookmark works too: drag it from the download page to your bookmarks bar. Benthic opens and checks the text right away.

Which languages does Benthic speak?

English and German. You pick the language on first launch and can switch it at any time in Settings. Menus, exports and the messages your AI assistant sees follow the choice.

Why do some articles say “open manually”?

A free version is known, but the website does not allow an automatic download. Benthic then opens the article in your browser so you can save it yourself.

How do I get updates?

Benthic checks for a new version at launch and shows it at the top of the window. One click on “Update now” is enough: Benthic downloads the new version, checks it, replaces itself and restarts, with no new approval. What changed is in the release notes.

Why does macOS ask on first launch?

Apple only notarises apps whose developers pay for its developer programme. Benthic is free and does without it, so macOS blocks the first launch. You allow Benthic once: in System Settings, under Privacy & Security, click “Open Anyway”. You can check the source code on GitHub, and the checksum of every version is on the download page.

How do I request a feature?

The roadmap lists every request, sorted by votes. Each request is a public issue on GitHub: vote there with 👍 or 👎, comment, or submit your own with a short form. You need a free GitHub account for that.

Who is behind Benthic?

Sinan Isoglu develops and maintains Benthic as a free tool. More tools and writing are on isoglu.com.

Can I see the source code?

Yes. Benthic is open source (AGPL-3.0 licence) and developed in public on GitHub. Bugs and requests are welcome there as issues.

Free
and open source.

  • Every feature, no account
  • Connects to AI assistants through MCP
  • In English and German
  • Updates in one click
  • Source code open on GitHub

Version 1.0.0 · macOS 13 or later · Apple Silicon and Intel

Developed in the open

The source code is on GitHub under the AGPL-3.0 licence. Bugs and requests are welcome there as issues.

Sinan Isoglu, developer of Benthic

View the source code