Koalr MCP Server
Ask your AI assistant "How risky is this PR?" and get a 0–100 deploy risk score powered by Koalr's 36-signal model.
Added April 7, 2026
· Last analysed April 10, 2026 · via 
StackScope records what new websites are built with, the week they launch. Most we find ourselves, by watching public internet infrastructure for brand-new sites; the rest come from Product Hunt, Hacker News and PeerPush. We crawled this one for its tech stack and scored 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.
Every technology below links to its own page: which other new sites launched with it. Vendors and agencies watch those pages with Stackdar and hear about new adopters the week they ship, from £15 a month.
Koalr MCP Server ships with the launch fundamentals in place, with complete legal pages, a complete set of security headers, and clean crawl signals. What needs work: incomplete email security.
Launched on Product Hunt on April 7, 2026. The site is served through Cloudflare, with a domain registered in 2020. Our crawler found 14 technologies on this site, covering analytics, CDN, chat widgets, and CSS frameworks. The stack includes Next.js, React, and Tailwind CSS.
It's also running the same core stack as 5,872 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 (14)
| CDN |
Cloudflare
(3)
|
| DNS |
Cloudflare DNS
|
| Protocol | HTTP/3 (2) |
| Security | HSTS (2) |
| Server |
Caddy
(2)
|
| Business email |
Google Workspace
(3)
|
| Transactional email |
Resend
|
| CSS framework |
Tailwind CSS
|
| Framework |
React
|
| Meta-framework |
Next.js
(3)
|
| Analytics |
Cloudflare Web Analytics
|
Vercel Analytics
|
|
| SEO |
Google Search Console
|
| Chat |
Crisp
|
Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI onboarding signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| Unfilled template placeholders | +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.