AI Bookmark Tagger

Name: AI Bookmark Tagger
Rating: 4 (2 reviews)
Author: PreciselyWrong

Save bookmarks and get AI-generated tags (Gemini/OpenAI). Includes a viewer page with search, filters, and screenshots to manage your tagged bookmarks easily.

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Features & Capabilities

This extension helps you organize your bookmarks using AI. When you save a page, it automatically generates relevant tags based on the content.

What it Does 🤔

AI Tagging: Click the button to save a page. The extension reads the content (using Readability.js) and asks an AI (Gemini, OpenAI, Anthropic, or Custom/Ollama) to suggest 2-5 tags.
Tag Storage (URL Method): Tags are added to the bookmark's URL like ?tag=example&tag=another. This is a workaround because Firefox doesn't currently sync native bookmark tags well across devices.
Your Choice of AI: Support for Google Gemini, OpenAI (ChatGPT), Anthropic (Claude), and Custom providers (like Ollama).
Control over Tags: Option to review and edit tags before saving the bookmark.
Model Selection: Dynamic model list updates based on the selected provider.
API Key: you keep control of your keys (stored locally).
Custom Prompt: You can tell the AI exactly how you want your tags generated.
Dedicated Folder: All tagged bookmarks go into a folder named "Bookmark-Tagger".
Screenshots 📸: A small screenshot of the page is saved locally so you can recognize it easily in the viewer.
Built-in Viewer:
A separate page to see all your tagged bookmarks.
Choose between a Table view or a Gallery view.
Search by title, URL, or tag.
Filter by tags (including 'untagged' or 'error') and Filter by Domain.
Sort by Date, Title, or Domain.
Bookmark Management 🛠️:
Edit or remove tags on existing bookmarks.
Retagging: Bulk retag selected bookmarks using the AI.
Archive items (hides them from main view).
Delete bookmarks.
Bulk actions for easier management.
Thumbnail Regeneration: Bulk regenerate thumbnails.
Duplicate Check: Prevents saving the same URL twice in the target folder.

How to Use It 🖱️

On a page you want to save, click the extension icon.
(Optional) If "Confirm Tags" is enabled, it analyzes the page and lets you edit the tags first.
The bookmark is saved to the "Bookmark-Tagger" folder with tags and a screenshot.
Use the viewer (link in the popup) to manage everything.

Setup Needed ⚙️

You need an API key for your chosen provider (Google AI Studio, OpenAI Platform, Anthropic Console).
For local AI (Ollama), ensure your server is running (usually http://localhost:11434).
Go to the extension's options page to configure keys and prompts.

Known Issues ⚠️

Tag Sync: Tags stored in URLs are a workaround for Firefox sync limitations.
Content Extraction: Depends on Readability.js; may struggle with complex JS apps.
Screenshots: Not synced between devices.

Next Up / ToDo 🚀

Develop mobile version
Improve error handling for local AI timeouts.

User Growth & Download Statistics

Add-on

By:

PreciselyWrong

Daily users:

Rating:

4.00

(2)

Version:

1.2.1 Last updated: 2026-01-13

Version code:

6120060

Creation date:

2025-04-20

Risk:

Permissions:

bookmarks
storage
tabs
activeTab
<all_urls>
https://generativelanguage.googleapis.com/
https://api.openai.com/
https://api.anthropic.com/

Size:

3.51MB

Full description:

Source:

Firefox Add-ons Store

Data ingested on:

2026-06-21

Compare stats and ranking:

Ranking

# 36,930 ▼ 107

Other rankings

#130 in target keyword 8 ▼ 1#222 in bookmark keyword 29 ▲ 2#245 in bookmarks keyword 32

For Developers

Monetize with App Pass Boost with Extension Booster

Contact the developer

Chrome-Stats does not own this Firefox add-on. Please use these information below to contact the Firefox add-on developer.

Developed by:

PreciselyWrong

Firefox Add-ons Store

https://addons.mozilla.org/firefox/addon/ai-bookmark-tagger/

Permission Change History

2026-01-13: Version 1.0.0 → 1.2.1

Add Permissions: https://api.anthropic.com/

User Reviews

ph is not a business or marketing site

by Ka*****, 2026-06-13

Big ups; great use case for LLM that seems to be one of a kind, at least wrt firefox. tag! I'm it (I hate myself)

by th*****, 2026-01-30

View all user reviews ›

Is AI Bookmark Tagger Safe?

Risk impact

Risk impact measures the level of extra permissions an extension has access to. A low risk impact extension cannot do much harms, whereas a high risk impact extension can do a lot of damage like stealing your password, bypassing your security settings, and accessing your personal data. High risk impact extensions are not necessarily malicious. However, if they do turn malicious, they can be very harmful.

AI Bookmark Tagger requires a lot of sensitive permissions. Exercise caution before installing.

Risk impact analysis details

Critical Grants access to browser tabs, which can be used to track user browsing habits and history, presenting a privacy concern.
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Risk likelihood

Risk likelihood measures the probability that a Firefox add-on may turn malicious. This is determined by the publisher and the Firefox add-on reputation on Firefox Add-ons Store, the amount of time the Firefox add-on has been around, and other signals about the Firefox add-on. Our algorithms are not perfect, and are subject to change as we discover new ways to detect malicious extensions. We recommend that you always exercise caution when installing a Firefox add-on.

AI Bookmark Tagger is probably trust-worthy. Prefer other publishers if available. Exercise caution when installing this add-on.

Risk likelihood analysis details

High This extension has low user count. Unpopular extensions may not be stable or safe.
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