Run your browser tasks on autopilot with AI agents
scalebrowser.net AI Models & Agents / Agent Tools & MCP Servers
- Monthly visits
- 162K
- Up212.7%MoMOct 2026
- Public revenue
- Undisclosed
- No public revenue evidence yet
- Entry price
- $19/mo
- Higher than 48% of peersNiche median $19/mo
- Launched
- 41d ago
- 2026-10-06 · Est.
Traffic
Marketing moves
Launches, search & content, referrals, promotionsScalebrowser launched on Fazier (#78 · 17 upvotes · 1 comments)Launch
Scalebrowser — Human browser capabilities. Now for AI agents.
Nov 11 · 5d agoSource
At the time: 162K visits/mo2 concurrent movesScalebrowser launched on Fazier (#87 · 12 upvotes · 1 comments)Launch
Scalebrowser — Human browser capabilities. Now for AI agents.
Nov 11 · 5d agoSource
At the time: 162K visits/mo2 concurrent movesScalebrowser launched on Product HuntLaunch
Human browser capabilities. Now for AI agents.
Oct 16 · 31d agoSource
At the time: 51.8K visits/moVisits: prior 1 mo +175%, next 1 mo +213%3 concurrent movesScalebrowser launched on Findly.toolsLaunch
Scalebrowser runs persistent browser profiles on your own machines so AI agents stay signed in, pass verification, and finish real work.
Oct 6 · 41d agoSource
At the time: 51.8K visits/moVisits: prior 1 mo +175%, next 1 mo +213%1 concurrent move
Third-party reviews & case dossiers
Acquisition breakdowns, engineer reviews & open-source metrics- What engineers like:
- Scalebrowser is self-hosted browser infrastructure for teams running AI agents. Each agent gets an isolated profile with a persistent identity that survives restarts and encrypted moves between your machines. Cookies, logins, passkeys, memory, and tasks remain with it. A patched Chromium fork works below the page instead of covering automation traces with scripts. It uses the real GPU and screen in your machine, rejects contradictory identities, and sends every click, keystroke, and scroll through a human-like input layer. Agents can handle email and SMS codes, generate TOTP, solve 18 measured captcha types, and respond to browser permission prompts. Scalebrowser connects over MCP, REST, Node.js, Python, or direct CDP. Compact page maps and deltas reduce model context, while run trails, per-step screenshots, secret filtering, and server-side limits make work observable and controllable. Profiles are unlimited on every plan; pricing is based only on concurrent browsers and machines.
- What engineers like:
- - **One real browser per agent.** Each profile has its own cookies, saved logins, passkeys, extensions and files. The agent working on a client's Facebook page can't see your LinkedIn. - **Sessions that last.** Cookies and passkeys survive a crash, an update and a closed window, so the next run starts signed in. - **Sign-in without handing over the password.** You save it once, encrypted, on your PC. The agent names the field and the password is typed for it, so it never shows up in a prompt or a log. - **A mailbox for every profile.** Bind an email address to a profile and the agent reads confirmation codes and sign-in links there. A saved authenticator key gives it the six digits that change every 30 seconds. - **Human input, always.** Every click follows a real pointer path and every key has its own timing. The agent has no way to skip this layer. - **The page as a list of things to click.** The agent gets the buttons, fields and links with their names, and after each step only what changed. Long runs stay cheap. - **It answers what the browser asks.** Permission prompts, file pickers, download bars and device dialogs get a reply instead of freezing the run. - **Captcha solving.** Any captcha get passed with the normal click and key tools, and there's no paid solver service behind it. - **Record once, replay.** A recording remembers each button by its role and name, so it still finds it after the page has been rebuilt. - **Every step on record.** Each step comes back with its result and a still image. Passwords and other secrets are blacked out in the picture. - **Your PC's own hardware.** GPU, screen, CPU and fonts are the machine's real ones, so nothing on the page contradicts itself. Each profile can have its own proxy, and its time zone and language follow the proxy's country. - **Plugs into what you already use.** MCP for Claude Code, Cursor and other clients, REST, Python and Node SDKs (MIT) or plain CDP.
- Best suited for:
- - **Agents that sign in.** Let an agent work in your LinkedIn, Instagram or a job portal. It signs in with the saved password, reads the confirmation code from the profile's inbox and is still signed in tomorrow. - **Tools with no API.** Midjourney has no public API and Zillow's MLS listing feed is invite only. The agent uses the website the way you do and brings back text, a file or a picture. - **One profile per account.** An agency gives every client's Facebook page its own profile, and each agent opens only its own. Cookies, logins and files stay apart from the first click. - **Work you repeat.** Download the invoice from each vendor portal, open three competitor pages, copy yesterday's orders into a sheet. Do the round once with the agent, then let it repeat it, or put it on a scheduler you already use and it runs every morning. - **A real browser for your agent.** Claude Code or Cursor opens your staging site in a signed-in Chrome, reads the page and clicks through it over MCP.
- What engineers like:
- - **Persistent identity.** A profile's fingerprint comes from one seed, so it returns as the same machine after a restart, an update or an encrypted move to another computer you own. - **Real hardware, no noise.** Scalebrowser uses the real GPU and screen values and refuses to launch a profile whose identity contradicts itself. No random canvas or WebGL noise. - **Patched Chromium.** Automation traces are removed inside the engine, not hidden by page scripts. - **Human-like input.** Every click, keystroke and scroll is routed through a human-like input layer instead of being injected instantly. - **Sign-in handled.** Encrypted credentials the agent can fill without seeing the password, passkeys that survive browser shutdowns, email and SMS codes, and local TOTP. - **18 captcha types.** Measured as solved on live widgets, including Cloudflare Turnstile, reCAPTCHA, hCaptcha and several GeeTest variants. Arkose and rotation captchas are the documented exceptions. - **Browser prompts exposed.** Permission bubbles, warnings and device pickers show up for the agent instead of silently blocking the run. - **Less context.** 21 tools by default out of 62, and a compact page map followed only by what changed. In Scalebrowser's own benchmark that took 11x fewer tokens than Playwright MCP over 75 steps. - **Run trail and limits.** Every tool call becomes a step with its result and a screenshot. Read-only mode and address rules are enforced server-side, and secrets found on a page are replaced before they reach the model. - **Fleet controls.** Group, reserve, start and stop profiles in bulk, assign your own proxies and extensions, and sync selected profiles between your machines with encryption. - **Recipes and video.** Save a working run as a reusable recipe, or turn it into a demo video with camera movement, cursor motion, voiceover and subtitles.
- Best suited for:
- - **Work inside real accounts.** Log in with two-factor, stay signed in and finish jobs in tools that have no API. - **Daily jobs under one identity.** Run the same task every morning and show up as the same visitor each time. - **Many agent identities on your own hardware.** Keep dozens of persistent profiles, grouped and reserved per agent, with credentials, passkeys and recordings staying on your machines. - **Replace a cloud browser API or a Playwright stealth stack.** Attach your existing Playwright or Puppeteer code over CDP, or point an MCP client at it, and keep the sessions local. - **Check what an agent did.** Read the run trail step by step, with a screenshot for each one, and switch on read-only mode for sensitive accounts. - **Product demos and proof records.** Turn a completed run into a demo video, or render it as an unbroken proof record.
MCP Server & Agent Ecosystem
Traffic sources
Traffic breakdown
Channels
- Direct40%
- Organic Search25%
- Referrals15%
- Display Ads7%
- Other14%
Countries
No data yet
Search
Domain authority —Domain registered 2026-07-11
| Keyword | Monthly volume |
|---|---|
| patchright | 6,370 |
| cdp runtime evaluate | 460 |
| stealth browser github | 200 |
| github nodriver zendriver botasaurus patchright stealth chromium captcha bypass real chrome binary | 190 |
Traffic data: Vaneform
Pricing
Trial: Start 7-day free trial · 3 paid tiers ($19–$99) · Up to 17% off annually · Enterprise custom tier · Observed 2026-11-06 · Pricing page
Entry price $19/mo, Higher than 48% of peers; “Agent Tools & MCP Servers” median is $19/mo.View pricing benchmark
Pages & changes
Key pages
Weekly snapshotsChanges
No pricing, plan, or positioning changes detected since tracking started.
Design
Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.
First-screen preview · click to zoom
First-screen pitch & conversion flow
“Run your browser tasks on autopilot with AI agents”
Headline Over Large Product Shot hero structure paired with start free / sign up CTA and no explicit trust bar.
Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Start Free / Sign Up
- Outcome & Speed Promise
- Large Hero Product Shot
Palette · click to copy
- Typography
- 8.0
- Color & Contrast
- 7.0
- Layout & Spacing
- 8.0
- Craft & Polish
- 7.0
- Distinctiveness
- 6.0
Structure
- Fonts
- TT Neoris
- Hero layout
- Headline Over Large Product Shot
- Primary visual
- Product UI Screenshot / Component
- Conversion CTA
- Start Free / Sign Up
- Social proof
- No Explicit Trust Bar
- Navigation
- Full-Width Top Bar
- Theme & density
- Light · Airy
- Corners & depth
- Medium Radius · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome
Monochrome palette with a single accent color, hairline dividers, and generous whitespace.
## Design Tokens
```css
:root {
--background: #ffffff;
--surface: #f7f8fa;
--foreground: #1d2735;
--muted-foreground: #4b5563;
--accent: #1d2735;
--radius: 8px;
--font-heading: "TT Neoris", ui-sans-serif, system-ui, sans-serif;
--font-body: "TT Neoris", ui-sans-serif, system-ui, sans-serif;
}
```
Color area ratio: Background #FFFFFF (~81%) · Surface #F7F8FA (~7%) · Text #1D2735 (~6%) · Muted Text #4B5563 (~4%) · Accent #1D2735 (~2%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.
## Layout & Conversion Structure
- Hero layout: Headline Over Large Product Shot
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Medium Radius; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Start Free / Sign Up
- Headline hook: Outcome & Speed Promise
- Hero components: Large Hero Product Shot
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with start free / sign up CTA and no explicit trust bar.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.
## Avoid
- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color
Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.
Questions & evidence
- How much does Scalebrowser cost?
- Free: $0; Start: $19/mo (annual billing available); Solo: $49/mo (annual billing available); Studio: $99/mo (annual billing available); Enterprise: Contact sales. Observed 2026-11-06. Check the source for current billing terms, usage limits and taxes.Source
- How much website traffic does Scalebrowser get?
- Vaneform estimates 162K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
- What is Scalebrowser and what platforms does it support?
- Scalebrowser is catalogued under Agent Tools & MCP Servers: Run your browser tasks on autopilot with AI agents. Supported platforms: MCP Server, CLI / SDK, API.
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