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WebBrain Review

WebBrain is a free, open-source browser extension that brings AI agent capabilities to your browser, reading pages, extracting data, and automating web tasks.

shipped Aug 13, 2026agentsfreemium
Domain rating32
agentswritingresearch
WebBrain — product screenshot

Why it matters

1WebBrain is an open-source browser extension available for Chrome, Firefox, and Edge.
2It offers a freemium pricing model, with a Pro plan at $19/month and WebBrain Cloud at $5/month per device profile.
3The Pro plan includes 3,000 monthly API interactions and direct messages.
4Founded in 2026, WebBrain is a self-hostable alternative to proprietary browser AI plugins.

About WebBrain

Business Model
Open Source
Founded
2026
Funding
Bootstrapped
Platforms
Chrome, Firefox, Edge
Target Audience
Anyone looking for an AI assistant while browsing the web.

Pricing Plans

WebBrain Cloud
$5/month per device profile
  • Unlimited usage under fair usage policy
  • Syncs your WebBrain memories and profiles

Leadership

Emre SokulluFounderLinkedIn
API DocsGitHubOpen Source

Specs

API Available

Yes, public API

overview

What is WebBrain?

WebBrain is an AI browser agent tool developed by Emre Sokullu that enables end-users, developers, and privacy-conscious users to automate web tasks and interact with web content using various LLMs. It functions as an open-source, local-first browser extension for Chrome, Firefox, and Edge, providing capabilities for page understanding, data extraction, and multi-step task automation.

features

Key Features of WebBrain

WebBrain integrates several core functionalities to provide a comprehensive AI agent experience within the browser environment. These features are designed to enhance user productivity and control over web interactions.

  • Page Understanding (technology): Enables the AI to read and comprehend the content of web pages and PDFs.
  • Full Browser Agent (technology): Provides the AI with full control over browser actions, including clicking, typing, scrolling, and navigation.
  • Data Extraction (technology): Facilitates the extraction of structured data from web pages into usable formats.
  • Multi-Provider (technology): Supports integration with various Large Language Models (LLMs) such as OpenAI, Anthropic Claude, and Google Gemini.
  • Privacy First (technology): Emphasizes local-first processing and self-hostable options for enhanced user data privacy.
  • Smart Context (technology): Utilizes contextual information from the browsing session to inform AI agent actions.
  • Dedicated Vision Model (technology): Incorporates vision model capabilities for UI-grounding and visual interaction.
  • Profile Auto-fill (technology): Automates the filling of web forms using stored user profiles.
  • Cookie & Paywall Aware: Navigates websites while respecting cookie policies and handling paywall detection.
  • API available: Allows custom AI agents to be exposed as REST endpoints with streaming (SSE) for automation workflows.

use cases

Who Should Use WebBrain?

WebBrain is designed for a diverse set of users who require AI assistance for web-based tasks, ranging from data analysis to workflow automation. Its open-source nature and flexibility cater to both technical and non-technical individuals.

  • End-users: For automating multi-step tasks, filling out forms, and creating a searchable memory of browsing history.
  • Developers: For building custom AI agents, integrating AI into workflows via REST APIs, and comparing outputs across different LLMs.
  • Privacy-conscious users: For leveraging local-first AI models (e.g., llama.cpp, Ollama) and maintaining control over their data.
  • Researchers: For summarizing articles, extracting specific data from web pages and PDFs, and answering questions about content.
  • Product & Engineering Teams: For comparing code help and feature communication across custom AI agents.

how to use

How to Use WebBrain

WebBrain operates as a browser extension, allowing users to interact with web content through two primary modes: Ask Mode for read-only queries and Act Mode for automated browser control. Getting started involves installing the extension and configuring your preferred LLM.

  • 1Install the WebBrain extension from the Chrome Web Store, Firefox Add-ons, or Edge Add-ons.
  • 2Configure your preferred LLM by connecting an API key or setting up a local model (e.g., via Ollama).
  • 3Utilize 'Ask Mode' to query the current page, summarize content, or extract information without modifying the page.
  • 4Engage 'Act Mode' to grant the AI agent control over browser actions like clicking, typing, and navigation for multi-step tasks.
  • 5Build custom AI agents by providing system prompts and attaching knowledge sources such as files or imported websites for RAG.
  • 6Access the API documentation at https://webbrain.cloud/api-docs to integrate custom agents into external workflows.

pricing

WebBrain Pricing & Plans

WebBrain offers a freemium model, providing a free, open-source browser extension alongside paid plans for enhanced features and managed cloud services. The core extension is available at no cost, supporting local LLMs and self-hosting.

  • Free Tier: The core WebBrain browser extension is free and open-source, available for Chrome, Firefox, and Edge.
  • Pro plan: $19/month, includes API access for agents (REST + SSE) with 3,000 monthly interactions + direct messages.
  • WebBrain Cloud: $5/month per device profile, offering managed agent services with currently unlimited usage under a fair usage policy.

Pros

  • +Open-source (MIT License) and free core browser extension, promoting transparency and user control.
  • +Supports a wide range of LLMs, including OpenAI, Anthropic Claude, Google Gemini, and local models via llama.cpp and Ollama.
  • +Offers both 'Ask Mode' for read-only queries and 'Act Mode' for full browser automation, providing versatile interaction.
  • +Enables no-code AI agent building with RAG capabilities, allowing users to attach custom knowledge sources.
  • +Provides API access for custom agents, facilitating integration into external automation workflows.
  • +Designed with a local-first architecture, enhancing privacy and reducing reliance on cloud services.

Cons

  • The Chrome Web Store rating of 3.5 out of 5 stars based on 8 ratings suggests limited user feedback or potential areas for improvement.
  • While the core extension is free, advanced features like API access and managed cloud services require paid subscriptions.
  • The 'fair usage policy' for WebBrain Cloud's unlimited usage is not explicitly defined, which could lead to uncertainty for high-volume users.
  • Requires user permission for 'Act Mode' actions, which, while a safety feature, adds an interaction step for full automation.

Similar Tools

WebBrain vs Competitors

WebBrain distinguishes itself in the AI browser agent market through its open-source nature, multi-LLM support, and emphasis on user control and privacy. It offers a flexible alternative to both proprietary solutions and developer-focused frameworks.

1
Nanobrowser

It's an open-source Chrome extension designed for multi-agent workflows and allows users to bring their own LLM API key.

Like WebBrain, Nanobrowser is open-source and allows you to use your own LLM. It focuses heavily on multi-agent workflows, which might offer more structured automation capabilities, but it requires some technical comfort to set up and use your own LLM, similar to WebBrain's self-hostable aspect.

2

It integrates multiple AI models (GPT, Claude, Gemini, etc.) into one extension for a wide range of tasks like summarization, writing, and automation.

HARPA AI offers a broader integration of various LLMs directly within the extension, providing a more out-of-the-box experience compared to WebBrain's emphasis on self-hosting and choosing your LLM. However, it might be less flexible for deeply customized, self-hosted LLM integrations and is not open-source.

3

It specializes in creating custom browser automations using a ChatGPT-style AI chatbot for natural language instructions.

Bardeen excels at no-code automation through natural language prompts, making it very accessible for users who want to automate tasks without technical setup. Unlike WebBrain, it is not open-source and its core focus is on automation recipes rather than general-purpose AI agent browsing.

4

It's a no-code browser automation tool that allows users to build custom bots for repetitive web tasks directly within the Chrome extension.

Axiom.ai focuses purely on no-code browser automation, providing a visual builder for creating bots without needing to interact with LLMs directly for task execution. It offers a different approach to automation compared to WebBrain's AI agent-driven task understanding and is not open-source.

5
Instant Data Scraper

It uses AI to automatically detect and extract structured data from any website into Excel or CSV files.

Instant Data Scraper is highly specialized in data extraction, offering a straightforward, free solution for a specific subset of WebBrain's capabilities. It lacks the broader AI agent and task automation features of WebBrain, but it's simpler and effective for its niche and is not an AI agent in the same sense.

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