nowfound

AI · July 1, 2026

Tabstack Browser Automation

Automate the web in your app or agent, no browser to host

Tabstack Browser Automation launched on July 1, 2026 with 379 votes, #58 of 24,623 launches that month and more than 99% of that year's launches.

Visit tabstack.ai ↗Alternativestop 1% of July 2026

In plain words

Tabstack Browser Automation is an API that automates web tasks by driving a real browser based on plain English instructions. Users describe what they need done—navigating sites, filling forms, clicking through multi-step flows—and receive results in a single API call. The service includes both browser and LLM capabilities with no hosting required. It uses accessibility-tree automation to reduce token usage by 60-80% compared to screenshot-based approaches. Built by Mozilla, it doesn't train on user data and requires no installation or framework setup.

written from the facts on this page · September 2026

From the sources

Give /automate a task in plain English and it drives a real browser to do it: navigate a site, click through a multi-step flow, fill a form, reach a page that only renders after interaction. The result streams back in one API call. It's an API you call, not a framework you install. Browser and LLM included, nothing to host, no concurrency ceiling. Accessibility-tree automation spends 60 to 80% fewer tokens than screenshot-based agents. Built by Mozilla. Ephemeral, no training on your data.

Automate the web without running browser infrastructure. Navigation, clicks, forms, and multi-step flows on JS-heavy pages, in one API call.

Hand it a task in plain language and it navigates, clicks, fills forms, and completes multi-step flows on pages you don't control. The browser and the model both run on Tabstack. You just make the call. “Delta DL 1180 · $228 nonstop, departs 10:50a, lands 7:35p. The cheapest one that clears rush hour.” The browser and the model both run on Tabstack, so there's no framework to install, no model to wire in, and no browser to host. You make one call instead of standing up a browser-automation stack. import Tabstack from ' @tabstack/sdk ' const client = new Tabstack () const stream = await client.agent. automate ({ task : ' Find the pricing for the Enterprise plan and return the monthly cost…from tabstack.ai

Does a similar job

all alternatives →
  • Tabstack by MozillaApr 2026 · tabstack.ai · ▲70

    Extract web data and automate browsers, no scraper required.

  • TB
    Tabstack – Browser infrastructure for AI agents (by Mozilla)Jan 2026 · ▲130

    Hi HN, My team and I are building Tabstack to handle the "web layer" for AI agents. Launch Post: https://tabstack.ai/blog/intro-browsing-infrastructure-ai-ag... Maintaining a complex infrastructure stack for web browsing is one of the biggest bottlenecks in building reliable agents. You start with a simple fetch, but quickly end up managing a complex stack of proxies, handling client-side hydration, and debugging brittle selectors. and writing custom parsing logic for every site. Tabstack is an API that abstracts that infrastructure. You send a URL and an intent; we…

  • Tabstack Dev ToolsJun 2026 · tabstack.ai · ▲319

    Ditch your scraper. Make one API call with any tool.

  • I made a Chrome extension that can automate any website2021 · browserflow.app · ▲707

    Automate your work on any website

  • AP
    Autotab – Programmable AI browser for turning web tasks into APIs2024 · ▲159

    Hey HN, we're Alexi and Jonas the co-founders of Autotab (https://autotab.com). Autotab is a chrome-based browser you can teach to do complex tasks, with a simple API for running them from your app or backend. Here is a walkthrough of how it works: https://youtu.be/63co74JHy1k, and you can try it for free at https://autotab.com by downloading the app. Why a dedicated editor? The number one blocker we've found in building more flexible, agentic automations is performance quality BY FAR…

  • AN
    Axiom – No-code Browser Automation2020 · axiom.ai · ▲270

    Automate any website with our no-code tool, our browser automation API, or by describing it to Claude. Axiom runs on our cloud or your machine.

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 17d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 16d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 18d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 20d ago · stillwet.art

  • Onepin▲384

    AI voiceover with every name, price and date said right

    AI · 30d ago · onepin.ai

  • A real-time world model you can explore and change

    AI · 28d ago · world.pixverse.video

Source: Product Hunt launch ↗

Launched alongside, July 2026

the whole month →
  • IR

    I might be the only SRE on Earth with his own bowling center. It's a more in-depth gig than you'd think. My family and I bought an abandoned 8-lane bowling center in the rural mid-west. In our small town there weren't many recreation options for families. You've heard of a food desert? This is an R&R desert. It had been abandoned for a good reason. The roof leaks, the electrical system was constantly surging, and my 70-year-old bowling equipment (still) doesn't work perfectly. The system that keeps your score is particularly interesting to me. It's the thing you watch during your game, but…

    Life & fun · Jul 2026

  • Elevators▲1,680

    How elevators push your buttons

    Life & fun · Jul 2026 · john.fun

  • 18 Words▲1,160

    Play 18 Words, the free daily word puzzle. The official home is 18words.com. Tap Play now to open today

    Life & fun · Jul 2026 · 18words.com

  • BA

    Over the past few months, our team has been building more and more slidedecks using web frontend technologies with coding harnesses like Claude Code, but a common complaint is to make even small edits we need to edit the code either manually or via the harness. To avoid this loop, I ended up creating Bento, a single HTML file with everything you need in a slide tool including animations and shared editing. There's no install or cloud login, everything works offline. The default deck is around 560 KB and it doesn't need to fetch anything once you got it. Open it in a browser and then you can…

    Dev tools · Jul 2026 · bento.page

  • A few days ago I found myself trying out GLM 5.2 and was really positively impressed. The capabilities and security I was getting from this LLM are similar to those I've gotten from models like Claude or GPT, and this really surprised me. But then I thought, "I wonder how it would work on a normal computer like mine," and above all, "I wonder if it would work without going into OOM on a computer like mine." So I started working with the help of agents to test this possibility. I started converting the model to int4, understanding MTP usage, and if possible implementing DSA for long context.…

    AI · Jul 2026 · github.com

  • OpenSEO▲928

    Hello! For the last 2 months, I've been building OpenSEO. It's a user friendly UI wrapping the DataForSEO API which has high quality SEO data for keywords, backlinks, AI SEO and competitor research. Instead of paying $100+ per month, you buy DataForSEO credits and pay only for usage. The coolest thing about the project so far has been hearing about what people are building on top of it. People are using coding agents to quickly integrate with Google Search Console, Google Ads and building their own AI SEO and reporting features. Many were already building their own custom solutions around…

    Dev tools · Jul 2026 · openseo.so