OpenBrowser-AI: 59% Less, 100% Accurate
Control any browser with natural language. 2-6x fewer tokens than every competitor across MCP and CLI benchmarks. 100% task accuracy. Open source.
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 10 April 2026; the live site may have changed since.
OpenBrowser-AI: 59% Less, 100% Accurate still has work before launch. Worth fixing first: missing several security headers, incomplete legal pages, and no robots.txt or sitemap.
Launched on Product Hunt on April 8, 2026. The site is hosted on AWS S3 and served through AWS CloudFront. The crawl picked up 9 technologies on this site, covering CDN, cloud, CSS frameworks, and DNS providers. The stack includes Next.js, React, and Tailwind CSS.
For context, it's one of 80 launches on this exact stack.
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Tech Stack (9) · Scale-up stack
| CDN |
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| Cloud |
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| DNS |
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| Hosting |
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| Email forwarding |
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| CSS framework |
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| Framework |
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| Meta-framework |
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| Video |
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Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI asset signals | +10 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.
