An AI panel in the item pane for summaries, translation, critical appraisal and tags.
Zotero AI Assistant has Atlas grade B (use with care) 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. It works with Zotero 7–10. Last checked 6 Nov 2026.
Downloads a .xpi file (0.1 MB). In Zotero, open Tools → Plugins and install it from the file.
In useAn estimate of how many copies of Zotero have it: Zotero downloads each new version once for every copy that has the plugin, so we count the downloads of its most-downloaded recent release. Rounded. Plugins that update from outside GitHub count low.
4
DownloadsAll-time downloads of its release files from GitHub, counting every update. Installs from elsewhere aren't counted.
4
ReleasesVersions published on GitHub. Everyone who has the plugin downloads each one again, which adds up in Downloads.
1
StarsPeople who starred the repository on GitHub: a rough measure of interest.
1
ContributorsPeople who have committed code to the repository.
2
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, released 29 Oct 2026Code checked · not yet tested in a live Zotero
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 is broken (nothing is there), so Zotero can't update it
Where your data goesOnly contacts services we could identify10 addresses in 3 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (8)
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.deepseek.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.moonshot.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.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.ark.cn-beijing.volces.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.dashscope.aliyuncs.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.open.bigmodel.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.
Code hosting (1)
github.com
On your computer (1)
localhostnamed 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 2 moreMediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Medium concern (2)
A zotero:// link (a web page can open one) can make it install add-ons without asking you (from zotero-plugin-toolkit)A zotero:// link can make it run code if you approve a prompt (from zotero-plugin-toolkit)
Low concern (1)
Works with files on your computer
Where we found it
A zotero:// link (a web page can open one) can make it install add-o…content/scripts/zoteroai.js · line 4459
zotero://plugin. zotero-plugin-toolkit removed this link in version 6.0.0; this plugin is built with an older version
An AI panel in the item pane for summaries, translation, critical appraisal and tags. It also explains figures and tables, and answers questions about the full text with clickable page citations.
Slow reading of English papers and forgetting what you read. It also searches your whole library for research gaps and conflicting findings, and builds comparison tables across papers. Needs an API key for OpenAI, Claude, DeepSeek, Qwen or similar.
What you'll need
Detected automatically
We haven't detected any setup requirements. That isn't the same as none: check the developer's README.
Where your data goes
We found: only contacts services we could identify. 10 addresses in 3 groups.
AI services (8)
api.anthropic.comnamed in its codeapi.deepseek.comnamed in its codeapi.moonshot.cnnamed in its codeapi.openai.comnamed in its codeapi.siliconflow.cnnamed in its codeark.cn-beijing.volces.comnamed in its codedashscope.aliyuncs.comnamed in its codeopen.bigmodel.cnnamed in its code
The developer hasn't responded. Developers can reply here, and their reply sits next to our findings.I'm the developer
Ratings and reviews
What people who use it say. This is separate from the grade, which is what the code does, and never changes it.
No ratings yet.
Write a review
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