WebBrain Firefox

WebBrain

Open-source AI browser agent — chat with pages, automate tasks, multi-provider LLM support.

Features & Capabilities

WebBrain is a free, open-source browser extension that brings AI agent capabilities to Chrome. Read pages, extract data, and automate web tasks, powered by your choice of LLM. The self-hostable alternative to proprietary browser AI plugins.

And when the network goes away, it keeps working.

Key Features:

  • Page Understanding: Reads and comprehends any web page, from articles and docs to dashboards and forms
  • Full Browser Agent: Click, type, scroll, navigate, and interact with pages on your behalf
  • Data Extraction: Pull structured data off any page, including tables, lists, links, and forms
  • Multi-Provider LLM: Works with local LLMs (LM Studio, Ollama, llama.cpp) and leading cloud providers (OpenAI, Anthropic Claude, Gemini, OpenRouter, and more)
  • Privacy First: Your data stays yours. Run with a local LLM for zero data leakage
  • Smart Context: Automatic context management prevents token overflow

Apocalypse Mode: Optional and off by default. Turn it on and WebBrain installs what it needs to answer questions with no internet at all: an on-device text model, an on-device vision model, and a Wikipedia archive in the openZIM format used by Kiwix.

  • Offline Wikipedia: Pick a language and edition, from a compact Simple English archive to a full edition with images, and read articles in a built-in reader
  • Emergency Box: A field library of curated PDFs covering OpenStax textbooks, emergency health guides, and field manuals, each downloaded only when you ask for it
  • Offline Answer Engine: Local search across your installed archives, so answers quote the passages they came from and link back to a source you can open and check
  • Emergency Communication: A word board covering 110 everyday concepts across 1,756 languages, built from the public-domain PanLex Swadesh Corpus, for when you need to be understood without a shared language
  • Stays on your device: Once a component is installed, questions, retrieval, and answers all run locally
Local models need a browser with WebGPU. Archives range from a few hundred MB to tens of GB, so WebBrain shows the exact size, source, and license and asks before downloading anything.

Interaction Modes:

  • Ask Mode: Read-only questions about current page
  • Act Mode: Full agent with browser control for automation

License: MIT License Developer: Emre Sokullu GitHub: https://github.com/webbrain-one/webbrain

Categories: Productivity, Developer Tools, AI/Machine Learning

For the full changelog, check out https://github.com/webbrain-one/webbrain/blob/main/CHANGELOG.md

User Growth & Download Statistics

Manifest V2 Add-on
By:
Emre Sokullu
Daily users:
93 12
Rating:
5.00
(3)
Version:
33.0.8 Last updated: 2026-08-20
Version code:
6426831
Creation date:
2026-04-06
Risk:
Very high risk impact High risk likelihood
Permissions:
Content scripts matches:
  • <all_urls>
  • *.facebook.com
  • *.instagram.com
  • *.x.com
  • *.twitter.com
  • *.linkedin.com
  • *.reddit.com
  • *.youtube.com
  • youtu.be
Size:
13.43MB
Email:
em*****@webbrain.one
URLs:
Website ,Privacy policy
Full description:
See detailed description
Source:
Firefox Add-ons Store
Data ingested on:
2026-08-21
Compare stats and ranking:

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:
Emre Sokullu
Firefox Add-ons Store
https://addons.mozilla.org/firefox/addon/webbrain/
Email:
em*****@webbrain.one
Website:
https://webbrain.one

Publisher Change History

2026-05-22: es*****@gmail.com to em*****@webbrain.one

Upgrade to see full email

Permission Change History

2026-07-03: Version 17.7.1 → 20.1.1
Add Permissions: webRequest
2026-06-24: Version 14.0.2 → 17.1.1
Add Permissions: menus webNavigation alarms
2026-05-31: Version 8.8.0 → 11.0.1
Add Permissions: downloads
2026-05-27: Version 7.3.2 → 8.1.6
Add Permissions: clipboardWrite clipboardRead

User Reviews

by Fi*****, 2026-08-08

Крайне просто настраивается, подключил бесплатные API gemini-3.1-Flash-lite через гугл студию. Поддерживаются Локальные модели и OpenRouter. У роутера на момент написания, лучше бесплатное предложение - Ling-3.0-flash (free) Можно подключить локалку, но это скорее для приватности, облачные модели дают отличную производительность.
by Pu*****, 2026-07-25
View all user reviews ›

Is WebBrain 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.

WebBrain 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.
  • Critical ****** ****** ** *** ********* ****** * *********** ******** **** ** ** *** ******* *** ****** **** **** *** ******* *****
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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.

WebBrain may not be trust-worthy. Avoid installing if possible unless you really trust this publisher.

Risk likelihood analysis details
  • High This extension was recently updated in the past month. New updates may not be stable or safe.
  • High **** ********* *** *** **** ****** ********* ********** *** *** ** ****** ** *****
  • Medium **** ********* *** ***** ** *** **** * ******* *** ********** *** *** ** ****** ** *****
  • Good **** ********* *** **** **** *******
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