Zotero Plugins Atlas
Plugins / Reading & PDFs

PDF AI Bookmarks

by edwintuan · github.com/edwintuan/pdf-ai-bookmarks

A Zotero 8 plugin that automatically generates hierarchical PDF bookmarks (outlines/table of contents) using Google's Gemini AI.

Reading & PDFsAI & summaries
View source
Downloads a .xpi file (0.4 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
7
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
7,722
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
None stated
A
Atlas gradeRecommended
because every code check came out low
Applies to v1.0.2, released 17 Apr 2026Code checked · tested installed in Zotero 9.0.6 on 27 Sep 2026
Doesn't work with the current Zotero (10)Works with Zotero 8, 9.
Another plugin uses the same IDOne other plugin shares this add-on ID. Zotero can only install one of them.
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 edwintuan 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 version 1.0.2, which isn't newer than this one, so Zotero won't update it for now
Where your data goesOnly contacts services we could identify1 address in 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (1)
generativelanguage.googleapis.com
Where we found it
generativelanguage.googleapis.comlib/generative-ai.mjs · line 289
const DEFAULT_BASE_URL = "https://generativelanguage.googleapis.com";
Powerful capabilitiesStores API keys or passwords, and 1 moreLowLow concern: normal for plugins that do this job. Listed so you know.
Stores API keys or passwordslowLow concern.Works with files on your computerlowLow concern.
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 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 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 17 Apr 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in EnglishInterface: English
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 (Google AI Studio (Gemini)). What needs it: Google Gemini API key, needed to generate bookmarks.
  • Zotero 8, 9Not working with Zotero 10

Where your data goes

We found: only contacts services we could identify. 1 address in 1 group.

AI services (1)
generativelanguage.googleapis.com
Evidence · file and line
generativelanguage.googleapis.comlib/generative-ai.mjs · line 289
const DEFAULT_BASE_URL = "https://generativelanguage.googleapis.com";

Forks and alternatives

1 other plugin uses the same ID as this one. Every Zotero plugin carries an ID, a name tag Zotero uses to tell plugins apart. These 2 plugins carry the same one, because people copied PDF AI Bookmarks to make their own versions and kept its ID.Show what this means
  • You can only have one. Zotero sees them as the same plugin.
  • Installing another replaces it. If you install one of the others, it takes this one's place.
  • Check what you install. Several share this plugin's name, so make sure the file comes from the one you meant.
PDF AI Bookmarks · this pluginedwintuan/pdf-ai-bookmarksARecommended7,72217 Apr 2026
See all 2 and how they differ →

1 listed fork.

Plugins for the same job
  • NoteroReading & PDFs · Files, sync & backupA+Recommended, tested in Zotero
  • Bionic for ZoteroReading & PDFsA+Recommended, tested in Zotero
  • ZotLitReading & PDFs · Citing & writingA+Recommended, tested in Zotero
  • Zotero Focused ModeReading & PDFsA+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 PDF AI Bookmarks
ARecommended
  1. 1Download the plugin fileDownload v1.0.2.xpi · 0.4 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