Plugins / AI & summaries

Zotero Agent

by haozhihuiYmh150 · github.com/haozhihuiYmh150/zotero-agent

给Zotero装上大脑 - 让Zotero变成会思考的研究伙伴

View source
Downloads a .xpi file (0.5 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
4
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
246
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
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
Applies to v0.2.1, released 18 May 2026Code checked · not yet tested in a live Zotero
Doesn't work with the current Zotero (10)Works with Zotero 7, 8.
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 identify6 addresses in 2 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
Scholarly services (5)
arxiv.orgnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.eutils.ncbi.nlm.nih.govnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.export.arxiv.orgnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.pubmed.ncbi.nlm.nih.govnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.www.ncbi.nlm.nih.govnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.
Zotero (1)
Zotero lookup services
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/zoteroagent.js · line 129

zotero://plugin

Services.io.getProtocolHandler("zotero").wrappedJSObject._extensions["zotero://plugin"] = pluginBridgeExtension;
A zotero:// link can make it run code if you approve a promptcontent/scripts/zoteroagent.js · line 85

zotero://ztoolkit-debug

Services.io.getProtocolHandler("zotero").wrappedJSObject._extensions["zotero://ztoolkit-debug"] = debugBridgeExtension;
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8 · 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 8 ✓ worksZotero 9 ✗ doesn't workZotero 10 ✗ doesn't workZotero 11 beta ✗ doesn't work
What you'll needAn API keyDetected automatically from its code
No further detail for this area yet.
MaintenanceActive · last release 18 May 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in Chinese onlyInterface: English and Chinese
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
  • An API keyNeeds a key you get from the service (Volcengine (Doubao) and DeepSeek). What needs it: an LLM provider API key (e.g. Doubao/Volcengine or DeepSeek).
  • Zotero 7, 8Not working with Zotero 10

Where your data goes

We found: only contacts services we could identify. 6 addresses in 2 groups.

Scholarly services (5)
arxiv.orgnamed in its codeeutils.ncbi.nlm.nih.govnamed in its codeexport.arxiv.orgnamed in its codepubmed.ncbi.nlm.nih.govnamed in its codewww.ncbi.nlm.nih.govnamed in its code
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 Zotero Agent
BUse with care
Before you install: 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.Read the finding
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