Plugins / AI & summaries

Zotero Super Search

by reycn · github.com/reycn/zotero-super-search

Semantic full-text search for Zotero, using ultra-fast AI techniques.

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.
5
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 it runs a local server that any web page you visit can talk to, and 1 more finding
Applies to v0.8.4, released 5 Aug 2026Code checked · tested installed in Zotero 10.0.3 on 27 Sep 2026
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 reycn 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 programs on this computer1 address in 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
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 capabilitiesRuns a local server that any web page you visit can talk to, and 2 moreMediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Runs a local server that any web page you visit can talk tomediumMedium concern: worth reading before you install.Launches programs on your computermediumMedium concern: worth reading before you install.Works with files on your computerlowLow concern.
Where we found it
Runs a local server that any web page you visit can talk tocontent/engine/zotfind_engine.py · line 393
server = ThreadingHTTPServer(("127.0.0.1", args.port), make_handler(engine))
Launches programs on your computercontent/scripts/index.js · line 360
const process = Zotero.Utilities.Internal.exec(this.enginePython, [
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 5 Aug 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

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: only contacts programs on this computer. 1 address in 1 group.

On your computer (1)
127.0.0.1named in its code

Forks and alternatives

No forks listed.

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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 Super Search
BUse with care
Before you install: It runs a local server that any web page you visit can talk to, and 1 more finding.Read the finding
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