Downloads a .xpi file (0.2 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
5
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
82
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
MIT
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 v0.7.2, released 14 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 7, 8, 9.
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 identify12 addresses in 3 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (9)
api.anthropic.comapi.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.minimaxi.comapi.moonshot.cnapi.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.xiaomimimo.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.generativelanguage.googleapis.comopenrouter.ainamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.
Apps you connect (2)
cdn-mineru.openxlab.org.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.mineru.net
On your computer (1)
localhost
Where we found it
api.anthropic.comcontent/scripts/paperworm.js · line 3794
var BASE_URL = "https://api.anthropic.com";
api.minimaxi.comcontent/scripts/paperworm.js · line 4177
var BASE_URL3 = "https://api.minimaxi.com/v1";
api.moonshot.cncontent/scripts/paperworm.js · line 4308
var KIMI_BASE_URL = "https://api.moonshot.cn/v1";
Powerful capabilitiesA zotero:// link (a web page can open one) can make it install add-ons without asking you, and 3 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.Stores API keys or passwordslowLow concern.Works with files on your computerlowLow concern.
Where we found it
A zotero:// link (a web page can open one) can make it install add-o…content/scripts/paperworm.js · line 129
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8, 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: Ollama (local), no API key. Needs a key (OpenAI, Anthropic, Google Gemini, DeepSeek and MinerU): cloud LLM providers (OpenAI, Anthropic, Gemini, DeepSeek, etc.) and the optional MinerU extraction token.
Or: a model on your own computerIt can use a local model such as Ollama
Zotero 7, 8, 9Not working with Zotero 10
Where your data goes
We found: only contacts services we could identify. 12 addresses in 3 groups.
AI services (9)
api.anthropic.comapi.deepseek.comnamed in its codeapi.minimaxi.comapi.moonshot.cnapi.openai.comnamed in its codeapi.xiaomimimo.comnamed in its codedashscope.aliyuncs.comnamed in its codegenerativelanguage.googleapis.comopenrouter.ainamed in its code
Apps you connect (2)
cdn-mineru.openxlab.org.cnnamed in its codemineru.net
On your computer (1)
localhost
Evidence · file and line
api.anthropic.comcontent/scripts/paperworm.js · line 3794
var BASE_URL = "https://api.anthropic.com";
api.minimaxi.comcontent/scripts/paperworm.js · line 4177
var BASE_URL3 = "https://api.minimaxi.com/v1";
api.moonshot.cncontent/scripts/paperworm.js · line 4308