mantle ai
The context layer for AI agents. Zero-copy connectors, real-time entity resolution, and quality-scored context delivery — one API call. Pre-release: join the waitlist.
Estimated origin: United Arab Emirates
Added April 9, 2026
· Last analysed April 11, 2026 · via 
· 40% unique tagline (similar to Airbyte Agents)
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 11 April 2026; the live site may have changed since.
mantle ai ships with the launch fundamentals in place, with complete legal pages, a complete set of security headers, and a thorough launch checklist. What needs work: incomplete email security.
Launched on Product Hunt on April 9, 2026. The site is hosted on Vercel, with a domain registered 6 days before launch. We've detected 12 technologies on this site, covering analytics, captcha, CSS frameworks, and DNS providers. The stack includes Next.js, React, and Tailwind CSS.
It's running the same core stack as 10,661 other launches and tighter on security headers than most Product Hunt launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (12)
| DNS |
Vercel DNS
|
| Hosting |
Vercel
(3)
|
| Security | HSTS (2) |
| Business email |
Google Workspace
(2)
|
| Transactional email |
Resend
|
| Captcha |
Cloudflare Turnstile
|
| CSS framework |
Tailwind CSS
|
| Font |
Google Fonts
|
| Framework |
React
|
| Meta-framework |
Next.js
(3)
|
| Analytics |
Vercel Analytics
|
| SEO |
Google Search Console
|
Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI onboarding signals | +5 |
| AI writing signals | +5 |
| AI stack signals | +10 |
| AI typography signals | +15 |
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.