Plugins / AI & summaries

Zotero DSH

by toustifer · github.com/toustifer/zotero-dsh

Embeds a DeepSeek Harness (DSH) chat panel in the Zotero item pane and adds Send to DSH and Ask DSH buttons to the text selection popup in the reader.

Zotero DSH has Atlas grade B (use with care) because updates are set to come from an address someone else could control, and 1 more finding. It works with Zotero 7–10, 11 beta. Last checked 6 Nov 2026.

View source
Downloads a .xpi file (0.02 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.
35
DownloadsAll-time downloads of its release files from GitHub, counting every update. Installs from elsewhere aren't counted.
43
ReleasesVersions published on GitHub. Everyone who has the plugin downloads each one again, which adds up in Downloads.
9
StarsPeople who starred the repository on GitHub: a rough measure of interest.
2
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 updates are set to come from an address someone else could control, and 1 more finding
Applies to v0.18.9, released 28 Sep 2026Code checked · not yet tested in a live Zotero
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 transparencyUpdates are set to come from an address someone else could controlThe developer uploaded the release file from the toustifer account. We haven't yet checked whether this file matches the public source code.MediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Updates
Updates are set to come from Fisfzy/zotero-dsh on GitHub, which doesn't exist or isn't public: if the owner of "Fisfzy" published an update there, Zotero would install itThe update address is broken (nothing is there), so Zotero can't update it
Where your data goesHands your data to a program on this computer automatically; we can't check where it goes from there2 addresses in 2 groups.MediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Not identified (1)
a program on this computer
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 capabilitiesWorks with files on your computerLowLow concern: normal for plugins that do this job. Listed so you know.
Low concern (1)
Works with files on your computer
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8, 9, 10, 11 betaManual updates only
Zotero 7 ✓ worksZotero 8 ✓ worksZotero 9 ✓ worksZotero 10 ✓ worksZotero 11 beta ✓ works
What you'll needNothing extra detectedDetected automatically from its code
No further detail for this area yet.
MaintenanceActive · last release 28 Sep 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in Chinese onlyInterface 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

Written by AI from the README

Embeds a DeepSeek Harness (DSH) chat panel in the Zotero item pane and adds Send to DSH and Ask DSH buttons to the text selection popup in the reader. A companion plugin lets DSH search, read, annotate and organise your library. Needs DSH installed.

Connects Zotero and the DeepSeek Harness agent both ways, so you can quote a passage into an AI session or let the agent work on your papers. Documentation is mainly in Chinese.

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: hands your data to a program on this computer automatically; we can't check where it goes from there. 2 addresses in 2 groups.

Not identified (1)
a program on this computer
On your computer (1)
127.0.0.1named in its code

Forks and copies

No forks listed.

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

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.

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Install Zotero DSH
BUse with care
Before you install: Updates are set to come from an address someone else could control, and 1 more finding.Read the finding
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