Zotero Plugins Atlas
Plugins / AI & summaries

LLM-Gen JSON DOIs Importer

by SeanComeOn · github.com/SeanComeOn/zotero7_json_importer_checker

Batch import DOIs from LLM-generated JSON and visually detect title hallucinations.

AI & summariesImport & metadata
View source
Downloads a .xpi file (0.07 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
1
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
15
ContributorsPeople who have committed code to the repository.
2
LicenceThe licence the code is published under, as GitHub reports it.
None stated
A
Atlas gradeRecommended
because every code check came out low
Applies to v2.0.2, released 12 Apr 2026Code checked · not yet tested in a live Zotero
Doesn't work with the current Zotero (10)Works with Zotero 7.
Documentation in Chinese onlyOur summary is in English, but the plugin's own docs and support are in Chinese.
What we found in the codeSets the gradeThe worst finding in these three areas sets the grade.
Code transparencyReadable code; not yet checked against the published sourceThe developer uploaded the release file from the SeanComeOn account. We haven't yet checked whether this file matches the public source code.UnknownWe couldn't check this yet.
Updates
Updates come from this project's GitHub repositoryThe update address offers this version
Where your data goesOnly contacts services we could identify1 address in 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
Zotero (1)
Zotero lookup services
Powerful capabilitiesWorks with files on your computerLowLow concern: normal for plugins that do this job. Listed so you know.
Works with files on your computerlowLow concern.
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7 · not 9, 10, 11 betaDoesn't work with the current Zotero (10)MediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Zotero 7 ✓ worksZotero 9 ✗ doesn't workZotero 10 ✗ doesn't workZotero 11 beta ✗ doesn't work
What you'll needZotero 7Detected automatically from its code
No further detail for this area yet.
MaintenanceActive · last release 12 Apr 20262 contributors
No further detail for this area yet.
LanguagesDocumentation in Chinese onlyInterface language not declared
No further detail for this area yet.
We report what we found in the code. Open any area for the evidence.How we gradeReport a problem

What it does

Description coming soon. We haven't written a summary yet. The line above is the developer's own description; the developer's README is linked above.

What you'll need

Detected automatically
  • Zotero 7Not working with Zotero 10

Where your data goes

We found: only contacts services we could identify. 1 address in 1 group.

Zotero (1)
Zotero lookup services

Forks and alternatives

No forks listed.

Plugins for the same job
  • Google Scholar Citation CountCiting & writing · Import & metadataA+Recommended, tested in Zotero
  • DOI FixImport & metadataA+Recommended, tested in Zotero
  • Add Items from TextAI & summaries · Import & metadataA+Recommended, tested in Zotero
  • MkteroReading & PDFs · Citing & writing · AI & summariesA+Recommended, tested in Zotero

The developer's response

The developer hasn't responded. Developers can reply here, and their reply sits next to our findings.I'm the developer
Install LLM-Gen JSON DOIs Importer
ARecommended
  1. 1Download the plugin fileDownload v2.0.2.xpi · 0.07 MB
  2. 2In Zotero, open Tools › Plugins
  3. 3Click the gear, choose Install Plugin From File… and pick the file
Step-by-step guide with pictures