Zotero Plugins Atlas
Plugins / AI & summaries

Retrieval Index

by ZJW11398925 · github.com/ZJW11398925/zotero-retrieval-index

Builds a page-aware passage index of your library and serves it over Zotero's local HTTP server.

Retrieval Index has Atlas grade A (recommended) because every code check came out low. It works with Zotero 7–10, 11 beta. Last checked 6 Nov 2026.

AI & summariesOrganising & tags
View source
Downloads a .xpi file (0.04 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.
100
DownloadsAll-time downloads of its release files from GitHub, counting every update. Installs from elsewhere aren't counted.
102
ReleasesVersions published on GitHub. Everyone who has the plugin downloads each one again, which adds up in Downloads.
41
StarsPeople who starred the repository on GitHub: a rough measure of interest.
1
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
MIT
A
Atlas gradeRecommended
because every code check came out low
Applies to v0.1.52, released 24 Oct 2026Code checked · not yet tested in a live Zotero
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 ZJW11398925 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 servers you set up1 address in 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
On your computer (1)
127.0.0.1
Powerful capabilitiesWorks with files on your computer, and 2 moreLowLow concern: normal for plugins that do this job. Listed so you know.
Low concern (2)
Works with files on your computerOther programs on this computer can change your library through it
Not a concern (1)
Lets programs on this computer connect through Zotero's built-in server
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8, 9, 10, 11 betaUpdates automatically
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 24 Oct 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in English and ChineseInterface 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

Builds a page-aware passage index of your library and serves it over Zotero's local HTTP server. AI agents fetch relevant passages with real page numbers, using BM25 plus optional bge-m3 vectors via Ollama.

Lets agents and RAG tools pull a few passages instead of whole papers. Everything stays local and read-only, and it falls back to keyword search without Ollama.

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 servers you set up. 1 address in 1 group.

On your computer (1)
127.0.0.1

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.

No ratings yet.

Write a review
Your rating of Retrieval Index v0.1.52

Your review is public, under the name you give, and published with the directory's data under CC BY 4.0. Links are removed. We never store your IP address: a scrambled code made from it is kept for 30 days to catch fake reviews. Every review is checked before it's published; how fake ones are spotted isn't published, so it can't be gamed.

Install Retrieval Index
ARecommended
  1. 1Download the plugin fileDownload v0.1.52.xpi · 0.04 MB
  2. 2In Zotero, open Tools › Plugins
  3. 3Click the gear, choose Install Plugin From File… and pick the file
Step-by-step guide with pictures