Downloads a .xpi file (24 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
0
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
2
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
AGPL-3.0
B
Atlas gradeUse with care
A+ABBC
because a zotero:// link (a web page can open one) can make it install add-ons without asking you (from zotero-plugin-toolkit), and 1 more finding
Next rung: A, once every finding in the code comes out low.
Applies to v0.1.0-beta.12, released 31 Aug 2026Code checked · tested installed in Zotero 10.0.3 on 27 Sep 2026
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 Cedar-wood account. We haven't yet checked whether this file matches the public source code.UnknownWe couldn't check this yet.
Updates
Doesn't update automatically: the update address is a placeholder
Where your data goesIts code only names services we could identify3 addresses in 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (3)
api.anthropic.comnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.api.openai.comnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.api.siliconflow.cnnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.
Powerful capabilitiesA zotero:// link (a web page can open one) can make it install add-ons without asking you, and 4 moreMediumMedium concern: worth reading before you install. One medium finding makes the grade B.
A zotero:// link (a web page can open one) can make it install add-ons without asking you (from zotero-plugin-toolkit)mediumMedium concern: worth reading before you install.A zotero:// link can make it run code if you approve a prompt (from zotero-plugin-toolkit)mediumMedium concern: worth reading before you install.Uses the clipboardlowLow concern.Works with files on your computerlowLow concern.Uses Zotero's password managerlowLow concern.
Where we found it
A zotero:// link (a web page can open one) can make it install add-o…chrome/content/scripts/formulaforge.js · line 288
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
An API key for some featuresWorks without one: figure, table and formula extraction runs locally with the bundled model. Needs a key (OpenAI-compatible provider and Anthropic): only the optional formula LaTeX recognition (OCR) needs your own provider API key.
Where your data goes
We found: its code only names services we could identify. 3 addresses in 1 group.
AI services (3)
api.anthropic.comnamed in its codeapi.openai.comnamed in its codeapi.siliconflow.cnnamed in its code