Top Browser Use Alternatives

Gaffa is an API for web scraping and browser automation that gives developers control over real, full browsers with a single request, no headless-browser setup, proxy management, or infrastructure scaling required. Pages render with full JavaScript support by default, matching exactly what a real user would see. The platform covers the full range of automation needs: scraping, AI-powered data extraction into structured JSON using custom schemas, full-page screenshots, PDF export, infinite-scroll scraping, automated form filling, and converting webpages into clean Markdown for AI and LLM workflows. Reliability is built in through a rotating residential proxy network and automatic CAPTCHA and anti-bot handling, so requests succeed even against protected sites. Pricing follows a transparent, credit-based model tied to browser execution time and bandwidth, making costs predictable as usage scales. Gaffa is aimed at AI engineers, data-driven teams, and developers who need dependable, large-scale web data without the overhead of running their own scraping infrastructure.

Apify offers a comprehensive platform for web scraping, browser automation, and data extraction at scale. The platform combines managed cloud infrastructure with a marketplace of over 10,000 ready-to-use automation tools called Actors, making it suitable for both developers building custom solutions and business users seeking turnkey data collection. Actors are serverless cloud programs that handle the technical complexities of modern web scraping: proxy rotation, CAPTCHA solving, JavaScript rendering, and headless browser management. Users can deploy pre-built Actors for popular use cases like scraping Amazon product data, extracting Google Maps listings, collecting social media content, or monitoring competitor pricing. For specialized needs, developers can build custom Actors using JavaScript, Python, or Crawlee, Apify's open-source web crawling library. The platform operates a developer marketplace where programmers publish and monetize their automation tools. Apify manages infrastructure, usage tracking, and monthly payouts, creating a revenue stream for thousands of active contributors. Enterprise features include 99.95% uptime SLA, SOC2 Type II certification, and full GDPR and CCPA compliance. The platform integrates with workflow automation tools like Zapier, Make, and n8n, supports LangChain for AI applications, and provides an MCP server that allows AI assistants to dynamically discover and execute Actors.

Oxylabs is a web intelligence and data collection platform that provides enterprise-grade proxy networks, web scraping infrastructure, browser automation tools, and ready-made datasets. The platform enables organizations to collect publicly available web information for market research, competitive intelligence, pricing analysis, and other data-driven business activities. Its proxy network includes more than 177 million IP addresses across 195 countries, supporting geographically distributed data access requirements. Available proxy types include residential, ISP, mobile, datacenter, and dedicated datacenter proxies for different browsing and extraction workflows. Web Unblocker uses AI-driven technology to handle access challenges presented by websites with sophisticated anti-bot protections. The Web Scraper API manages large-scale data extraction workflows, helping organizations retrieve website information without maintaining extensive custom scraping infrastructure. Agent Browser supports automated browsing and data collection from dynamic websites that require browser interaction and advanced access handling. Oxylabs AI Studio provides no-code data extraction capabilities for users who want to collect website information without developing custom scraping scripts. The platform also offers ready-made datasets containing structured information from industries such as ecommerce and real estate. Oxylabs emphasizes ethical data collection practices, compliance-focused infrastructure, and enterprise support for organizations managing web intelligence operations. The company serves more than 4,000 customers worldwide, including Fortune 500 organizations, and provides 24/7 customer assistance for its proxy and data collection services.

Lux marks a major leap in AI capability by giving models the ability to operate real software environments—moving a cursor, pressing buttons, filling forms, navigating dashboards, and performing full computer workflows autonomously. It combines three powerful execution modes: Tasker for strict step-by-step reliability, Actor for rapid-response actions, and Thinker for extended reasoning across complex tasks that may take minutes or hours. These modes allow Lux to support a diverse set of use cases such as Amazon marketplace data extraction, automated QA test execution in developer environments, and instant retrieval of insider trading information from Nasdaq. Developers can begin building production-grade agents in under 20 minutes using Lux’s SDKs, frameworks, and ready-made UX templates. Unlike traditional AI models that only generate outputs, Lux operates inside real interfaces, enabling automation for businesses that rely on human-facing applications. The system understands both simple instructions and vague requests, planning its actions and executing long chains of behavior with high stability. This capability unlocks new possibilities for software automation, from enterprise workflows to gaming, analytics, and back-office operations. Lux represents a broader paradigm shift in AI—from information generation to direct action—making machines capable of using computers as humans do. By democratizing a skill previously limited to the world’s largest AI labs, Lux empowers developers everywhere to build advanced computer-use agents. With Lux, AI becomes not just a tool for insights, but a workforce capable of performing digital tasks at scale.

Opera has introduced its revolutionary Browser Operator, a feature that signifies a significant leap in the field of agentic browsing. This innovative, AI-driven tool positions Opera as the first major browser capable of executing tasks on behalf of users, allowing them to delegate responsibilities such as making purchases or managing online communications through straightforward natural language commands. With Browser Operator, the AI performs these tasks in real-time, all while prioritizing user privacy by keeping data stored locally on the user's device instead of relying on cloud or virtual machine processing. This cutting-edge feature is part of Opera's larger vision to evolve the browser from a mere display interface into a dynamic assistant that enhances user experiences and increases efficiency. In essence, this transformation seeks to redefine the way individuals interact with the internet, rendering digital engagements more intuitive, efficient, and far less time-consuming than before. Furthermore, the introduction of this feature highlights Opera's commitment to innovation in the ever-evolving landscape of web browsing.

Phi Browser stands out as a cutting-edge web browser that employs artificial intelligence to act as an intelligent, proactive assistant, learning from user engagement to streamline various tasks effortlessly within the browsing space. Powered by the robust Chromium engine, it guarantees a comprehensive, effective, and trustworthy browsing experience while maintaining an open-source ethos for transparency. The browser boasts a customized AI framework that utilizes a coherent memory system, capable of remembering user behaviors, preferences, and contextual details, which allows it to anticipate user requirements and perform actions without requiring constant input. Unlike conventional assistants, Phi Browser offers a personalized AI journey that adapts alongside the user, actively suggesting and executing tasks like visiting websites, summarizing content, or managing workflows. By emphasizing a philosophy of “less prompting, more doing,” the browser can automate tedious tasks such as clicking and typing, all while ensuring users are aware of its actions, thereby keeping them informed and in control. This distinctive strategy not only boosts productivity but also significantly enriches the overall user experience, making online interactions more fluid and instinctive. Furthermore, as it evolves with the user, Phi Browser fosters a deeper connection with its audience, ultimately enhancing satisfaction and engagement.

Polar is a cutting-edge AI browser that aids users by converting written directives into both concise and detailed tasks across various sectors such as research, recruitment, sales, operations, marketing, email management, data processing, and overall business administration. As a Chromium-based browser, it smoothly integrates with the essential websites, accounts, sessions, extensions, and tools that users rely on, enabling it to perform actions such as clicking, typing, navigating, reading content, updating spreadsheets, and completing forms with ease. Users can assign tasks from any active tab, utilize the context of the current page, ask questions, or start more involved projects without interrupting their existing workflow. Polar is designed to function autonomously for long durations, adeptly navigating multiple websites and intricate interfaces while giving users the ability to track its progress, intervene when needed, and retain control over sensitive decisions. Furthermore, users have the option to save prompts as reusable workflows that can be executed manually or set to run at hourly, daily, weekly, or custom intervals, thus ensuring a consistent context for each execution. This versatile tool not only boosts productivity but also enables users to organize their tasks with remarkable efficiency, making it an invaluable asset in managing their daily operations effectively. By harnessing the power of AI, Polar stands out as a solution that simplifies complex task management, ultimately enhancing the user experience.

Surf.new is an innovative, free, and open-source platform created for the exploration of AI agents capable of navigating the internet. These agents replicate human-like browsing and interactions with websites, making tasks like automation and online research more efficient. This platform serves a dual purpose: it is perfect for developers looking to evaluate web agents for future use, as well as for everyday users aiming to simplify repetitive tasks such as tracking flight prices, collecting product information, or booking reservations. Surf.new provides an accessible environment where users can test and assess the efficacy of these web agents effortlessly. Noteworthy Features: Seamless AI Agent Framework Switching: Users can easily switch between numerous frameworks with a single click, including options for browser use, an experimental Claude Computer-use-based agent, and smooth integration with LangChain, promoting a variety of experimentation approaches. Extensive AI Model Compatibility: The platform supports a wide array of well-known models, including Claude 3.7, DeepSeek R1, OpenAI models, and Gemini 2.0 Flash, allowing users to choose the most fitting model for their specific requirements. Moreover, the intuitive interface of Surf.new fosters creativity and exploration, making it a prime choice for those eager to delve into the potential of AI-driven web agents while enhancing their own productivity. By encouraging users to engage with various tools, Surf.new not only simplifies tasks but also inspires innovative solutions.

Hyperbrowser is a comprehensive platform engineered to execute and scale headless browsers within secure, isolated containers, specifically aimed at web automation and AI applications. This system enables users to streamline numerous tasks such as web scraping, testing, and form submissions while facilitating the large-scale collection and organization of web data for deeper analysis and insights. By integrating seamlessly with AI agents, Hyperbrowser significantly improves the efficiency of browsing, data collection, and interaction with web applications. Among its key features are automatic captcha resolution to enhance automation workflows, a stealth mode to effectively bypass bot detection, and thorough session management that covers logging, debugging, and secure resource isolation. With the capacity to handle over 10,000 concurrent browsers and providing sub-millisecond latency, Hyperbrowser guarantees efficient and reliable browsing experiences, supported by a 99.9% uptime assurance. The platform is also designed to integrate effortlessly with various technology stacks, including Python and Node.js, and offers both synchronous and asynchronous clients for smooth incorporation into current systems. Consequently, users can confidently rely on Hyperbrowser as a powerful and versatile solution for their web automation and data extraction requirements, further solidifying its position within the market.

Agent-browser is a command-line tool designed for automating browser tasks specifically for AI agents, offering a concise text output that retains context and is exclusively developed in Rust. Its agent-first approach emphasizes brevity in output, minimizing token consumption during automation processes in contrast to more verbose JSON formats. The snapshot command facilitates an accessibility tree with unique references for each interactive element, allowing agents to select items effectively without relying on ongoing DOM queries. With a repertoire of over 50 commands, it covers a wide range of functionalities, including navigation, form management, screenshot capturing, network monitoring, storage handling, and interactions with tabs, frames, and debugging utilities. Additionally, the built-in observability features encompass video recording, streaming, debugging, profiling, and page comparison, providing comprehensive support for contemporary applications through capabilities such as network oversight and analysis of React and Web Vitals, as well as initialization scripts that integrate smoothly with Next.js and Vercel. This extensive array of features establishes agent-browser as an invaluable resource for developers engaged in AI-centric browser automation, enhancing their ability to streamline workflows and improve efficiency. Ultimately, the tool not only simplifies automation tasks but also empowers developers to create more sophisticated applications with ease.

Aside represents a groundbreaking AI browser designed for both individuals and agents, with the objective of simplifying tasks across multiple websites, accounts, tabs, messages, and frequently accessed files. In contrast to other agents that depend on integrations, Aside engages directly with websites, effortlessly logging into email accounts, dashboards, internal applications, and other login-required services to support activities such as research, communication, document management, spreadsheet operations, downloads, form completions, and intricate workflows. Users are empowered to delegate tasks from any active tab and provide contextual mentions, enabling the agent to independently manage follow-up tasks through Ultrabrowse until they are fully resolved. Aside can efficiently prepare staff packets, collect dashboard data, download and rename invoices, confirm vendor renewals, organize approval notes, contact support teams, capture screenshots, and supply source links and discrepancies for human review. Additionally, it allows users to convert repetitive activities into scheduled Routines or reusable Skills, complete with specified portals, naming conventions, approval checkpoints, and comprehensive instructions. This innovative system not only boosts productivity but also fosters enhanced customization and efficiency in managing various tasks, ultimately transforming the way users interact with their digital environments. By harnessing the power of AI, Aside is set to redefine task management in a multitude of professional settings.

Strawberry is an AI-powered, self-driving browser that transforms the way people work online through intelligent automation. It introduces AI companions, digital teammates capable of performing tasks on the web just as a human would—by scrolling, typing, clicking, and reading pages in real time. These companions can handle a wide variety of workflows: from Sales Sally finding qualified leads and enriching contact data, to Competition Camille compiling market insights, or Assistant Astrid managing your inbox and drafting replies. Users can pick from Strawberry’s pre-built companion library or design their own specialized agents to match specific business needs. Every companion operates under user supervision, requesting approval before performing sensitive actions to ensure full transparency and control. Strawberry’s interface makes managing multiple tasks across tabs effortless, blending automation and accountability seamlessly. Its privacy-first design means your data never leaves your control while your productivity multiplies. Perfect for sales, marketing, operations, and research professionals, it reduces digital fatigue and boosts efficiency through natural-language commands. The platform is currently rolling out to early adopters, with limited seats available to join the next generation of AI browsing. By combining human judgment with autonomous web action, Strawberry represents the future of intuitive, AI-powered work on the internet.

Browserless is a powerful cloud-based browser automation and web scraping platform designed to help developers and businesses extract data from protected websites while bypassing modern bot detection systems. The platform leverages BrowserQL and low-level browser control through the Chrome DevTools Protocol to automate browser activity in ways that reduce detection from services such as Cloudflare, Datadome, and other anti-bot technologies commonly used across dynamic websites. Browserless supports a wide range of scraping and automation use cases including HTML extraction, JSON generation, screenshot capture, PDF rendering, browser testing, session management, and complex browser-based workflows. Developers can integrate the platform directly with standard Puppeteer and Playwright libraries without requiring modified frameworks, enabling them to run familiar automation scripts while offloading infrastructure management to Browserless. The system allows users to automate actions such as page rendering, JavaScript execution, dynamic content loading, form submissions, button clicks, navigation flows, and authenticated browsing sessions across protected web applications. Session reconnect capabilities help preserve cookies, browser state, and cached sessions, dramatically reducing proxy usage and improving efficiency by avoiding unnecessary fresh browser launches for every request. Browserless also provides unlocked WebSocket endpoints that developers can connect to directly for highly customizable automation workflows and integration flexibility. Optimized cloud infrastructure improves scraping performance and speed while reducing latency and operational overhead compared to maintaining self-hosted browser clusters and proxy systems.

Claude Computer Use is a powerful feature that enables Claude to interact directly with your computer, allowing it to perform tasks across applications, files, and workflows as if it were a human user. It operates by navigating your screen, clicking, typing, and opening programs to complete assigned tasks without requiring manual intervention. The system intelligently prioritizes connectors and browser-based tools before resorting to full screen interaction, ensuring efficiency and reliability. Claude can perform a wide range of tasks, including compiling reports, organizing data, testing applications, and working with internal tools that lack direct integrations. Users maintain full control through permission-based access, with prompts required before Claude interacts with any application. The feature uses screenshots to interpret the interface and guide its actions, enabling it to adapt to various software environments. Built-in safeguards aim to prevent risky operations and protect sensitive data, though users are advised to remain cautious. Claude Computer Use also includes memory capabilities that allow it to retain context and improve performance over time. It is currently available as a research preview, meaning performance may vary with complex workflows. The feature requires the user’s computer to remain active during operation. Despite its limitations, it represents a significant step toward fully autonomous AI task execution. Overall, Claude Computer Use expands AI functionality from conversation to direct action within real computing environments.

ScrapeGraphAI is a cutting-edge web scraping tool that utilizes artificial intelligence to transform unstructured online data into structured JSON format. Designed specifically for AI-driven applications and large language models, it empowers users to extract information from a diverse range of websites, including e-commerce platforms, social media sites, and dynamic web applications, all through simple natural language queries. The platform features an intuitive API and provides official SDKs for popular programming languages like Python, JavaScript, and TypeScript, facilitating quick implementation without complicated setup requirements. Moreover, ScrapeGraphAI is equipped with the capability to adapt to website changes automatically, ensuring reliable and consistent data retrieval. With scalability at its core, it incorporates functionalities such as automatic proxy rotation and rate limiting, making it suitable for businesses of any scale, from nascent startups to well-established corporations. It operates on a transparent, usage-based pricing model that starts with a complimentary tier and adjusts based on user needs. Additionally, ScrapeGraphAI includes an open-source Python library that integrates large language models with direct graph logic, further enhancing its capabilities and adaptability. This comprehensive feature set not only makes ScrapeGraphAI a formidable solution for efficient data extraction but also positions it as an essential resource for organizations aiming to optimize their data handling processes in a fast-paced digital environment.

Browseragent is a user-friendly no-code platform that empowers users to design and automate workflows utilizing AI agents that function directly within their web browsers. This cutting-edge solution eliminates the need for expensive API calls and external server configurations by utilizing the GPU resources available in users' browsers. With a straightforward visual interface, individuals can effortlessly connect various pre-existing templates and nodes, enabling the automation of various tasks including generating blog posts, email summarization, and LinkedIn profile analysis. By ensuring that all data processing occurs locally, the platform guarantees complete privacy, preventing any information from being sent to external servers. Furthermore, users can enjoy the versatility of tailoring workflows to meet their specific requirements and preferences, making the automation process even more efficient and personalized. This adaptability encourages creativity and innovation, allowing users to explore new ways to enhance their productivity.

Comet Browser, created by Perplexity AI, represents a groundbreaking advancement in web browsing by utilizing artificial intelligence to revolutionize the way individuals explore the internet through smart search features. By embedding advanced AI capabilities within the browser, Comet significantly improves search speed, automates multiple tasks, and offers personalized recommendations, resulting in a more seamless and intuitive browsing experience. This cutting-edge technology empowers Comet to refine the process of online navigation, allowing users to access information more swiftly and efficiently. With its user base rapidly growing and receiving support from major investors like SoftBank and Nvidia, Comet is establishing itself as a formidable player in the domain of AI-driven web browsing solutions. As the browser continues to develop, it aspires to redefine the benchmarks for digital exploration and enhance user engagement in unprecedented ways. The ongoing commitment to innovation suggests that Comet Browser will likely introduce even more transformative features in the future.

Browzey serves as an innovative automation platform that removes coding barriers by converting laborious web tasks into effortless one-click actions. Users can simply describe their tasks using plain language, and the AI-driven browser agent will autonomously navigate various websites, fill out forms, and gather information. Notable Features: - More than 25 ready-to-use templates designed for data extraction - Capable of pulling data from sites such as LinkedIn, Indeed, YouTube, Instagram, TikTok, among others - Can handle up to 100 URLs in one operation while automatically managing rate limits - Provides bulk export capabilities to formats like CSV and JSON - Integrates smoothly with applications like Notion and Slack for seamless data synchronization - Functions on a credit-based model that features a free tier to help users get started. With these capabilities, Browzey stands out as a flexible and intuitive option for individuals keen to enhance the efficiency of their online tasks. Moreover, its user-friendly interface ensures that even those with minimal technical knowledge can take advantage of its powerful features.

Headless browsers that operate consistently across all environments are now at your fingertips. You can manage a fleet of stealth browsers to ensure dependable automation processes. Concentrate on your coding efforts with autoscaled browser instances and top-tier stealth functionalities. Deploy numerous browsers utilizing robust resources for extended sessions without interruption. With real-time access, the ability to replay actions, and comprehensive tools including logs and network insights, you can engage with headless browsers as seamlessly as you would with traditional ones. Construct and execute undetectable automated systems featuring customizable fingerprinting and automated captcha resolution. Browserbase stands out as the premier solution for developing AI agents capable of navigating the most intricate web pages without detection. With minimal coding, your AI agent can interact with any website discreetly and efficiently at scale. Furthermore, you can utilize the live session feature whenever necessary to involve human assistance for more complex tasks. This infrastructure provided by Browserbase serves not only web scraping and automation needs but also supports various applications related to LLMs, making it an invaluable resource for developers. As technology evolves, the potential for Browserbase to adapt and enhance automation practices will only grow.

Surfsky is a cloud-based anti-detect browser infrastructure and web automation platform that helps developers operate browser sessions, collect website information, and automate interactions with complex web applications. The software provides fully managed Chromium browsers designed to work with websites that use advanced bot detection, browser fingerprinting, and automated traffic protection systems. Its browser fingerprinting technology uses profiles based on more than 2.5 million real devices, reproducing characteristics such as Canvas, WebGL, GPU, audio, fonts, screen properties, and other browser attributes. Surfsky integrates residential and mobile proxy infrastructure with more than 100 million IP addresses to support geographically distributed browsing and location-specific data collection. Automated CAPTCHA handling supports multiple challenge types, while human behavior emulation reproduces mouse movements, scrolling patterns, typing behavior, and other interaction characteristics. Its parallel browser infrastructure allows organizations to operate hundreds or thousands of independent sessions, each with isolated network configurations, browser identities, and persistent storage. Developers can connect existing automation scripts through Chrome DevTools Protocol using frameworks such as Playwright, Puppeteer, Selenium, and chromedp without rebuilding their automation logic. Persistent browser profiles preserve cookies, authentication sessions, and local storage across executions, supporting recurring web scraping tasks and workflows that require authenticated access. Surfsky also provides a Request API that accepts website URLs and returns extracted page content in formats suitable for programmatic processing. Its Agent Browser product supplies browser execution capabilities for AI agents that perform autonomous web research, form completion, data extraction, and multistep automation using large language models.

CloakBrowser gives automation teams a familiar Chromium environment for Playwright, Puppeteer, Selenium, and CDP workflows. It is designed for engineers who need dependable browser sessions for public-web data, QA, monitoring, scraping, and AI agents without rebuilding their existing automation stack. The browser runs locally or in infrastructure controlled by the customer, including Windows, macOS, Linux, Docker, and VPS environments. It supports Python, JavaScript, and .NET integrations, persistent browser profiles, reproducible identities, proxy-aware configuration, natural interaction timing, and persistent CDP server deployments. The wrapper is available under the MIT license; the custom Chromium build uses a separate proprietary license. CloakBrowser does not bundle proxies or CAPTCHA solving, so teams can keep their existing providers and operational controls.

Archonum is a browser automation platform built for teams that need scripts, AI agents, and data pipelines to run through genuine mobile browsers on real consumer networks. The platform uses a network of 250,000+ Android smartphone nodes across 175+ countries, with Chrome running on the same phone that provides the exit IP. This means each request carries aligned signals from the device itself, including TLS, GPU, canvas, accelerometer, gyroscope, battery, CPU architecture, touch events, language, timezone, and connection context. Archonum is designed as an alternative to cloud browser automation systems that run Chrome in a data center and route traffic through a residential proxy. By keeping the browser, IP, and fingerprint on one device, Archonum reduces the gaps that bot detection systems can identify. Developers can use plain Playwright, Puppeteer, Python, REST, curl, and HTTP API workflows without rewriting their existing scripts. Country locking, rotating sessions, and sticky sessions can be controlled through the gateway configuration. Fleet execution allows one automation script to be replayed across multiple real phone sessions in parallel, each with its own device identity and country. Archonum also includes an MCP server that gives agents hosted tools for rendered page reads, stateful browsing sessions, login persistence, cart or booking flows, and side-by-side country comparisons. The platform is designed for AI agents, scraping pipelines, competitive price intelligence, social data, mobile-first platforms, and workflows where block rates create measurable cost. By combining real Android hardware, consumer IPs, mobile Chrome, browser automation compatibility, MCP tools, geo comparison, sticky sessions, and parallel fleet execution, Archonum helps teams reach web targets with more authentic mobile signals.

Human Browser is a groundbreaking cloud-based platform tailored for AI agents, enabling them to engage with the open web through genuine Chrome sessions. Any agent capable of making HTTP requests can easily connect via A2A, while the integration of MCP support allows for editor-based agents to link, and a command-line interface streamlines terminal and CI workflows. Users can assign tasks in natural language, empowering agents to navigate websites, execute clicks, enter text, scroll through content, log into accounts, complete forms, gather information, and generate structured outputs, all while providing a live viewer URL for real-time session observation. The browser employs residential IP addresses, leverages engine-level Chromium fingerprinting, and replicates human-like behaviors in mouse movement, typing, and scrolling actions. Additionally, it incorporates sophisticated strategies to address challenges such as reCAPTCHA, hCaptcha, and Cloudflare Turnstile, ensuring seamless operation. Supporting profiles for both desktop and mobile environments, it offers extensive country selection options from a broad residential proxy network. Furthermore, it operates efficiently on diverse platforms, including bare Linux, Docker, and GitHub Actions, without the necessity for a display server, VNC, or desktop environment, making it an invaluable resource for developers. This adaptability positions it as a vital asset for automating web interactions across a wide range of applications, enhancing both efficiency and versatility in various use cases.

Clearcote is a privacy-focused browser built on the Chromium framework, featuring sophisticated anti-detection measures and integrated fingerprint management within its core. It adeptly manages a range of elements, including canvas, WebGL, audio, fonts, hardware specifications, locale configurations, timezone modifications, WebRTC, TLS, and HTTP/2 communications, while also supporting persistent browser identities and geographical matching through proxies. Developers can take advantage of its SDKs for Python, Node.js, and .NET, which allow compatibility with tools such as Playwright, Puppeteer, and other clients that utilize the Chrome DevTools Protocol, or they can run browser sessions via Docker, a Profile Manager, a dedicated CDP endpoint, an MCP server, or a hosted service. This product caters to users needing privacy-oriented browser automation, web testing, and research, alongside a variety of other legitimate uses. Clearcote offers both open-source versions and licensed choices, with hosted sessions priced according to data consumption. Furthermore, its Profile Manager feature allows users to create, save, organize, and efficiently launch browser profiles, ensuring that cookies and site storage persist across various sessions for enhanced convenience. In conclusion, Clearcote distinguishes itself as a powerful solution for ensuring anonymity and efficiency in a range of online activities, making it an indispensable tool for privacy-conscious users.

Steel is an adaptable open-source browser API designed for managing a variety of cloud-based browsers. It streamlines the process of browser automation, catering to needs that range from large-scale scraping tasks to fully autonomous web agents, allowing users to start browser sessions on demand via simple API calls. With built-in CAPTCHA solving capabilities, Steel guarantees that automation processes run smoothly without interruptions. Its intuitive controls are designed to reduce the chances of being flagged as automated traffic. Typically, a session can be initiated in under one second if the client is within the same geographic area. Each session is flexible, capable of lasting anywhere from one minute to a full 24 hours. Users can effortlessly save and inject cookies and local storage, allowing them to resume their activities seamlessly. Furthermore, Steel facilitates the execution of Puppeteer, Playwright, or Selenium in the cloud with remarkable ease. The Session Viewer feature stands out by enabling users to monitor and troubleshoot both live and previously recorded sessions, greatly enhancing the overall user interface. This extensive toolkit not only makes Steel a crucial asset for developers but also empowers them to effectively leverage the capabilities of browser automation in a cloud setting. By combining efficiency with user convenience, Steel significantly enhances the automation experience.

Scalebrowser offers a self-hosted framework specifically crafted for AI agents that need to execute real tasks. Each distinct profile ensures a consistent identity, including cookies, passkeys, memory, and assigned tasks, maintaining this continuity through system restarts or device changes. By leveraging a customized Chromium engine and genuine local GPU resources, it facilitates human-like interactions and adeptly manages challenges such as captchas, email and SMS verification codes, and TOTP. Furthermore, it provides browser-level prompt control, allowing agents to navigate obstacles that usually hinder conventional automation tools. Users have the flexibility to connect via multiple methods, including MCP, REST, Node.js, Python, or direct CDP, allowing for seamless integration. This exceptional functionality equips AI agents to operate effectively in environments that are typically resistant to automation efforts, enhancing their overall efficiency and adaptability. Moreover, the system's design ensures that it can evolve alongside user needs, making it a robust solution for various automation challenges.

BrowserQL is a dedicated scraping language and browser automation tool crafted to adeptly navigate bot detection measures while minimizing the evidence of automated actions. It possesses built-in anti-detection features that operate without the need for user configuration, allowing users to bypass services like Cloudflare and Datadome effortlessly, without relying on extra plugins or setups. Furthermore, BrowserQL efficiently addresses prevalent CAPTCHA challenges, including those found within iframes or shadow DOMs, by employing methods such as auto-humanized clicking, scrolling, and typing behaviors, alongside concealed debugging techniques and automatic fingerprint circumvention, all enhanced by the integration of residential proxies for a more genuine browsing experience. Unlike conventional DIY approaches that use Playwright and necessitate stealth plugins along with ongoing manual interventions for simulating mouse or keyboard actions, BrowserQL streamlines the entire process, significantly lowering the likelihood of detection by automation libraries. Consequently, users can concentrate on their scraping endeavors without the persistent anxiety of being flagged or obstructed by advanced bot detection systems. Ultimately, BrowserQL represents a crucial advancement for those seeking reliable and efficient web scraping capabilities in an increasingly complex digital landscape.

Gemini Computer Use is a built-in tool in Gemini 3.5 Flash that enables AI agents to interact with digital environments across browsers, mobile devices, and desktop applications. The capability allows agents to observe interfaces, reason through what needs to happen, and take actions across platforms. Google previously offered computer use as a standalone Gemini 2.5 computer use model, but the feature is now integrated natively into Gemini 3.5 Flash. This integration gives developers and enterprises a more unified way to build agents that combine computer use with Gemini’s existing strengths in function calling and built-in tools such as Search and Maps grounding. Gemini Computer Use is designed for agentic automation scenarios where workflows require multiple steps, interface navigation, decision-making, and reliable execution. Example use cases include continuous software testing, enterprise automation, knowledge work across professional applications, and custom agents that operate in browser-based workflows. Developers can access the capability through the Gemini API and Gemini Enterprise Agent Platform. Google also provides a Browserbase-hosted demo environment for testing computer use behavior before building production workflows. Safety measures include targeted adversarial training to reduce prompt injection risk and optional enterprise safeguards for requiring user confirmation before sensitive actions. The system can also automatically stop tasks when indirect prompt injection is detected, and Google recommends combining these protections with sandboxing, human-in-the-loop verification, and strict access controls. Gemini Computer Use helps developers and enterprises build more capable, safer, and more practical agents that can automate real work across modern digital tools.

KERNEL is a cloud-based infrastructure designed specifically for developers who are building AI agents to automate web interactions. It provides managed browser sessions that allow these agents to navigate websites, interact with content, and perform tasks through programming instead of relying on conventional local browser setups. The platform is built for production environments and includes features such as persistent browser profiles, live session monitoring, and capabilities for recording and replaying sessions, along with tools for effective browser access management. With KERNEL, teams can easily integrate their agent workflows through the platform's APIs, SDKs, and hosted MCP server, making it perfect for web research, data gathering, and other tasks that require web interaction. Moreover, KERNEL offers a variety of subscription plans that cater to individuals, startups, and large organizations, each offering differing levels of browser concurrency, usage credits, and access to advanced features such as managed authentication, stealth mode, and region-specific browsers. As a result, KERNEL not only meets diverse web automation requirements but also enhances the efficiency of teams working on complex projects. In conclusion, KERNEL emerges as a robust solution that addresses a wide array of needs in the realm of web automation.

Scrapely provides an all-encompassing web scraping and automation service, boasting features like unlimited CAPTCHA resolution, web crawling, and browser automation, all bundled into a single pricing plan that emphasizes concurrency. Rather than charging per request, Scrapely's pricing structure is based solely on the number of concurrent threads in use, allowing users to enjoy unrestricted CAPTCHA solving, crawls, and bandwidth without any surprise charges. Key features offered by Scrapely include: - CAPTCHA Solver API: Users can effortlessly supply a sitekey to receive a token, with support for both reCAPTCHA v2 and v3. - Smart Crawler API: By entering a URL, users can obtain a fully rendered DOM in real-time, enhancing their data extraction capabilities. - Browser Automation: Users can interact with dynamic web pages through REST API or Python SDK, performing actions such as clicking and scrolling. - BYOP (Bring Your Own Proxy): Users have the flexibility to integrate their choice of residential or datacenter proxies without incurring additional fees. - MCP Server: This feature allows direct connections to AI agents like Claude or Cursor, enabling fully autonomous scraping processes. Starting at a competitive rate of $12 per month for five threads, Scrapely also offers a free trial with one thread, providing potential users the opportunity to test the service. This adaptable pricing model empowers users to customize their experience to meet their unique scraping requirements effectively. Additionally, Scrapely's commitment to user satisfaction ensures that customers can scale their operations seamlessly as their needs evolve.