Zotero Plugins Atlas
Plugins / AI & summaries

TwinLens for Zotero

by 15674852801 · github.com/15674852801/twinlens-zotero

TwinLens for Zotero

AI & summaries
View source
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.
0
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
10
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
None stated
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 v0.1.5, released 6 Jul 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; not yet checked against the published sourceThe developer uploaded the release file from the 15674852801 account. We haven't yet checked whether this file matches the public source code.UnknownWe couldn't check this yet.
Updates
Updates come from this project's GitHub repositoryThe update address offers this version
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.
AI services (1)
api.deepseek.com
Apps you connect (1)
mineru.net
Where we found it
api.deepseek.comcontent/scripts/minerureader.js · line 11020
baseUrl: prefString("deepseekBaseUrl", "https://api.deepseek.com/v1") || "https://api.deepseek.com/v1",
mineru.netcontent/scripts/minerureader.js · line 11136
var MINERU_UPLOAD_URL = "https://mineru.net/api/v4/file-urls/batch";
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/minerureader.js · line 7388

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/minerureader.js · line 7344

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, 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.
Zotero 7 ✓ worksZotero 8 ✓ worksZotero 9 ✓ worksZotero 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 6 Jul 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in EnglishInterface: 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 (MinerU and DeepSeek). What needs it: A MinerU token (PDF parsing) and a DeepSeek token (translation).
  • Zotero 7, 8, 9Not working with Zotero 10

Where your data goes

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

AI services (1)
api.deepseek.com
Apps you connect (1)
mineru.net
Evidence · file and line
api.deepseek.comcontent/scripts/minerureader.js · line 11020
baseUrl: prefString("deepseekBaseUrl", "https://api.deepseek.com/v1") || "https://api.deepseek.com/v1",
mineru.netcontent/scripts/minerureader.js · line 11136
var MINERU_UPLOAD_URL = "https://mineru.net/api/v4/file-urls/batch";

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 TwinLens for Zotero
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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