Plugins / AI & summaries

Zotero Copilot

by xiaogou1234 · github.com/xiaogou1234/ZoteroCopilot

Your AI copilot for managing the Zotero library😍💕

View source
Downloads a .xpi file (0.03 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
3
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
3
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
because it launches programs on your computer
Applies to v0.3.0, released 19 Mar 2026Code checked · not yet tested in a live Zotero
Doesn't work with the current Zotero (10)Works with Zotero 7.
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 xiaogou1234 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 goesOnly contacts services we could identify2 addresses in 2 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
Zotero (1)
Zotero lookup services
On your computer (1)
127.0.0.1named 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 capabilitiesLaunches programs on your computer, and 5 moreMediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Launches programs on your computermediumMedium concern: worth reading before you install.Uses the clipboardlowLow concern.Stores API keys or passwordslowLow 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
Launches programs on your computerplugin-compat.js · line 397

Programs it names include lsof, netstat, ps, tasklist

let process = Components.classes["@mozilla.org/process/util;1"]
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7 · 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 9 ✗ doesn't workZotero 10 ✗ doesn't workZotero 11 beta ✗ doesn't work
What you'll needZotero 7Detected automatically from its code
No further detail for this area yet.
MaintenanceSlowing down · last release 19 Mar 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in EnglishInterface language not declared
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
  • Zotero 7Not working with Zotero 10

Where your data goes

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

Zotero (1)
Zotero lookup services
On your computer (1)
127.0.0.1named in its code

Forks and alternatives

No forks listed.

Plugins for the same job
  • Add Items from TextAI & summaries · Import & metadataA+Recommended, tested in Zotero
  • MkteroReading & PDFs · Citing & writing · AI & summariesA+Recommended, tested in Zotero
  • Zotero 阅读模式沉浸式双语Reading & PDFs · Translation · AI & summariesA+Recommended, tested in Zotero
  • Zotero 标题翻译Reading & PDFs · Translation · Organising & tags · 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 Copilot
BUse with care
Before you install: It launches programs on your computer.Read the finding
Compare with similar plugins