MECH AI
MECH AI is the automotive multitool — AI mechanic, OBD2 scanner, repair guides, wiring diagrams, parts search, and shop management in one app. Free to start.
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 4 July 2026; the live site may have changed since.
MECH AI scores highly overall, with complete legal pages, a thorough launch checklist, and fast page loads. Main gaps: no Content-Security-Policy, tracking cookies set before any opt-in, and incomplete email security.
Launched on PeerPush on July 4, 2026. The site is served through Cloudflare, with a domain registered in 2024. The crawl picked up 22 technologies on this site, covering advertising, transactional email, security, and ai api. The stack includes Astro, Tailwind CSS, and Cloudflare.
For context, it's on one of the most common stacks we track, shared by 371 launches and more locked down than the typical PeerPush launch.
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Tech Stack (22)
| CDN |
Cloudflare
(2)
|
| DNS |
Cloudflare DNS
|
| Protocol | HTTP/3 |
| Security |
Cloudflare Bot Management
|
| HSTS |
| Business email |
Google Workspace
(2)
|
| Transactional email |
Resend
|
SendGrid
|
| CSS framework |
Tailwind CSS
|
| Meta-framework |
Astro
(3)
|
| UI library |
Lucide Icons
|
| Video |
YouTube
|
| Advertising |
Google Ads
(4)
|
| Quantcast | |
| Quora Pixel (2) | |
Reddit Ads
(3)
|
|
| Analytics |
Google Analytics
(5)
|
| Marketing | Gleam |
| SEO |
Google Search Console
|
| Tag management |
Google Tag Manager
(6)
|
| AI API |
OpenAI API
(2)
|
| AI service |
OpenAI
|
Infrastructure
Email Security
Storage (7)
| Name | Lifetime | Detected as |
|---|---|---|
| _cfuvid | session | Cloudflare |
| _ga | 1y | Google Analytics |
| _ga_5L5C34MBYD | 1y | Google Analytics |
| _gcl_au | 3mo | Google Ads |
| _rdt_uuid | 3mo | Reddit Ads |
| __cf_bm | < 1h | Cloudflare |
| Key | Size | Detected as |
|---|---|---|
| _gcl_ls | 277 B | Google Ads |
Readiness Breakdown How?
Performance How?
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI copy signals | +5 |
| AI palette signals | +5 |
| AI writing signals | +5 |
| AI code-structure signals | +10 |
| AI layout signals | +5 |
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.