New: The State of Indie Launches: June 2026. Who adopts a piece of infrastructure tells you how new it is. Read

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PyDeps

Explore Python package dependency graphs, find all subdependencies and reverse dependents, check CVEs, and download packages with all dependencies.

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Added July 3, 2026 · Last analysed July 3, 2026 · via · 80% unique tagline

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 3 July 2026; the live site may have changed since.

PyDeps scores highly overall, with a complete set of security headers, a thorough launch checklist, and fast page loads. Main gaps: incomplete legal pages and incomplete email security.

Launched on Product Hunt on July 3, 2026. The site is served through Cloudflare, with a domain registered 6 months before launch. The crawl picked up 19 technologies on this site, covering analytics, security, baas, and CDN. The stack includes Tailwind CSS, Appwrite, and Cloudflare.

For context, it's on one of the most common stacks we track, shared by 5,364 launches and more locked down than the typical Product Hunt launch.

If you own this site, refresh the snapshot and see the full fix list any time →

9.0
StackScope Score
Excellent
100/100 Launch Readiness
Launch ready
2/3 Legal
Partial
2/2 Crawl files
Complete
Vibe Score 30 · Some AI signals
How much the site looks AI-generated. Informational pattern-match signal, not a verdict. Does not feed the StackScope Score. See which fingerprints fired →

Tech Stack (19)

Infrastructure
CDN Cloudflare (2)
DNS Cloudflare DNS
Protocol HTTP/3
Security Cloudflare Bot Management
HSTS
OSV.dev
Email
Email forwarding Cloudflare Email Routing (2)
Build & Framework
BaaS Appwrite
CSS framework Tailwind CSS
Developer tools Vite
Font Google Fonts
UI library Lucide Icons
Analytics & Marketing
Analytics Cloudflare Web Analytics (3)
Google Analytics
Plausible (3)
Umami (3)
SEO Google Search Console
Tag management Google Tag Manager
Other
Directory Product Hunt

Infrastructure

Network
AS13335 · US
DNS
Cloudflare DNS
Authoritative nameserver
DNSSEC
Not enabled
DNS responses unsigned. Cache-poisoning vulnerable.
Green hosting
Green hosted
Host runs on renewable energy. Data from The Green Web Foundation.
SSL Certificate
Google Trust Services
Valid 28 Jun 2026 to 26 Sep 2026
Certificate as captured in this snapshot, not a live check.
Domain Age
7 months
Registered Dec 2025 · Cloudflare, Inc.

Email Security

SPF ~all Soft-fail (~all). Common and accepted.
?
DKIM Not detected at common selectors. Your provider may use a custom one.
DMARC Not published. Receivers fall back to permissive defaults.
?
MTA-STS Not deployed. Mail to your domain can be downgraded to plaintext en route.
?
TLS-RPT Not configured. You won't hear about silent SMTP TLS handshake failures.

Storage (2)

Cookies (1)
NameLifetimeDetected as
__cf_bm < 1h Cloudflare
Local storage (1)
KeySizeDetected as
pydeps:theme 7 B -

Readiness Breakdown How?

Custom title and meta description
Open Graph tags (title, image, description)
Twitter card meta tags
Canonical URL declared
Responsive viewport meta tag
Favicon present
Semantic HTML (nav, main, article)

Performance How?

149 ms Server response
82% Faster than peers
644 ms Largest contentful paint
0.00 Cumulative layout shift
827 KB Page weight
1 KB Image weight
10 Third-party domains
0 Console errors
0 Failed requests

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?

SignalPoints
Placeholder branding +10
AI palette signals +5
AI writing 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.

AI Stance

Welcomes AI crawlers
llms.txt published
No AI bots blocked in robots.txt
? No directive declared
? None advertised

Well-Known Files

robots.txt
sitemap.xml (1004 URLs)
security.txt
llms.txt
ads.txt
humans.txt
Privacy Policy
/legal/
? Terms of Service not detected
? Analytics present, but it set no tracking cookies on our visit (it may be opt-in-gated).
90% unique

Security Headers (6/6)

Permissions-Policy experimental (check browser support)
X-XSS-Protection deprecated (use Content-Security-Policy)

Build

Code splitting
4 JS files
2 CSS files
10 Third-party domains

Brand Colours

App Manifest

PyDeps - Python Package Explorer
display: standalone 3 icons
theme #0f172a
development developer tools utilities
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