Downloads a .xpi file (0.4 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.
17
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 2 more findings
Next rung: A, once every finding in the code comes out low.
Applies to v0.3.32, released 24 Aug 2026Code checked · tested installed in Zotero 9.0.6 on 27 Sep 2026
Doesn't work with the current Zotero (10)Works with Zotero 9.
文
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, uploaded by the project's automated GitHub buildThe release file was uploaded by the project's automated GitHub build. We haven't yet rebuilt it from the source to compare.LowLow concern: normal for plugins that do this job. Listed so you know.
Updates
Updates come from this project's GitHub repositoryThe update address offers this version
Where your data goesOnly contacts services we could identify3 addresses in 2 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (2)
Claude Code (Anthropic)Codex CLI (OpenAI)
On your computer (1)
127.0.0.1
Powerful capabilitiesA zotero:// link (a web page can open one) can make it install add-ons without asking you, and 8 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.Launches programs on your computermediumMedium concern: worth reading before you install.Uses the clipboardlowLow concern.Stores API keys or passwordslowLow concern.Runs code it assembles while runninglowLow concern.Works with files on your computerlowLow concern.Other programs on this computer can change your library through itlowLow concern.Lets programs on this computer connect through Zotero's built-in server
Where we found it
A zotero:// link (a web page can open one) can make it install add-o…content/scripts/zoteroResearchDatabase.js · line 15257
Launches programs on your computercontent/scripts/zoteroResearchDatabase.js · line 40590
Programs it names include Docker Desktop, MinerU, docker
var CODEX_MODULE = "resource://gre/modules/Subprocess.sys.mjs";
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 9 · not 10, 11 betaDoesn't work with the current Zotero (10)MediumMedium concern: worth reading before you install. One medium finding makes the grade B.
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: Database views, local Codex/Ollama agent bridge and local MinerU deployment. Needs a key (MinerU): MinerU official web API token (only for the optional MinerU PDF conversion).
Or: a model on your own computerIt can use a local model such as Ollama
Zotero 9Not working with Zotero 10
Where your data goes
We found: only contacts services we could identify. 3 addresses in 2 groups.
AI services (2)
Claude Code (Anthropic)Codex CLI (OpenAI)
On your computer (1)
127.0.0.1
Forks and alternatives
No forks listed.
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