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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.

80% unique tagline

koalr.com · Added April 7, 2026 · Last analysed April 10, 2026· via Product Hunt

This analysis is a snapshot taken on 10 April 2026. The site may have changed since then and results may not reflect its current state.
8.7
StackScope Score
Excellent
30/100 Vibe Score
Some AI signals
82/100 Launch Readiness
Well prepared
open
AI Stance
Welcomes AI crawlers

Tech Stack (14)

Technology Category Detected via
Cloudflare Web Analytics analytics script_src
Vercel analytics script_src
Cloudflare cdn http_header_name
Crisp chat csp_allowed_host
Tailwind CSS css_framework structural_signal
Cloudflare DNS dns_provider ns_host
Google Workspace email_corp mx_host spf_include
Resend email_transactional dkim_selector
React framework structural_signal
Next.js meta_framework http_header_name script_src
HTTP/3 protocol http_header_value
HSTS security http_header_name
Google Search Console seo txt_prefix
Caddy server http_header_value

Infrastructure

Hosting
CLOUDFLARENET - Cloudflare, Inc., US
AS13335 · US
SSL Certificate
Let's Encrypt
Expires 9 Jun 2026
Domain Age
6 years
Registered Apr 2020 · NameCheap, Inc.

Readiness Breakdown How?

Favicon present
Open Graph tags (title, image, description)
Responsive viewport meta tag
Custom title and meta description
Twitter card meta tags
Semantic HTML (nav, main, article)
Privacy policy page present
- Canonical URL declared
- Source maps not exposed in production
- Error tracking service installed

Vibe Score Breakdown How?

SignalPoints
Copy style patterns +5
Content layout patterns +5
Visual design patterns +5
Writing style patterns +5
Placeholder values detected +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.

Well-Known Files

llms.txt
ads.txt
humans.txt

Legal

92% unique
Mentions:
GDPR Cookies Data Controller Do Not Sell Updated: March 14, 2026

Security Headers (6/6)

Referrer-Policy
X-Frame-Options
Permissions-Policy
X-Content-Type-Options
Content-Security-Policy
Strict-Transport-Security
X-XSS-Protection (legacy)

Performance

583ms response time
Faster than 27% of sites
2 third-party domains loaded

Build

HTML minified
17 JS files
2 Third-party domains
Is this your site? 1 tip to improve your score
- Add a <link rel="canonical"> tag to prevent duplicate content issues. Learn more
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StackScope Score
<a href="https://stackscope.dev/launch/i8hofb03/koalr-mcp-server"><img src="https://stackscope.dev/badge/i8hofb03.svg" alt="StackScope Score" height="28" /></a>