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MBS Workbench

Run AI models, write code, generate images, and deploy — all from one app on your computer. No cloud accounts. No subscriptions. Your work stays yours.

78% unique tagline

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

Screenshot of MBS Workbench
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.
4.2
StackScope Score
Fair
85/100 Vibe Score
Strong AI signals
77/100 Launch Readiness
Well prepared
0/6 Security Headers
Poor
blocking
AI Stance
Blocks AI crawlers

Tech Stack (8)

Infrastructure
Cloudflare Cdn http_header_name
Cloudflare DNS DNS ns_host
HTTP/3 Protocol http_header_value
Build & Framework
Google Fonts Font link_href
jsDelivr Package CDN script_src
Supabase Baas script_src
Svelte Framework structural_signal
Analytics & Marketing
Google Search Console Seo txt_prefix

Infrastructure

Hosting
AS13335 · US
SSL Certificate
Let's Encrypt
Expires 27 Jun 2026
Domain Age
15 days
Registered Mar 2026 · NameCheap, Inc.

Readiness Breakdown How?

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

Vibe Score Breakdown How?

SignalPoints
Conventional onboarding section +5
Distinctive copy style +5
Source-code structure conventions +5
Recognised AI builder signature +30
Distinctive typography conventions +15
Distinctive CSS conventions +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.

Well-Known Files

✓ robots.txt
✗ llms.txt
✗ security.txt
✗ sitemap.xml
✗ ads.txt
✗ humans.txt

Legal

✓ Privacy Policy
✓ Terms of Service
92% unique
Mentions:
Do Not Sell Updated: March 30, 2026

Security Headers (0/6)

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

Performance

569ms response time
Faster than 29% of sites
3 third-party domains loaded

Build

✗ HTML minified
1 JS files
3 Third-party domains
Is this your site? 4 score tips + 2 optional suggestions
- Add a sitemap.xml to help search engines discover all your pages. Learn more
- Improve your security headers. Scan your site at securityheaders.com to see what's missing.
- Add a <link rel="canonical"> tag to prevent duplicate content issues. Learn more
- Your site has structural patterns commonly associated with AI code generation. Customising templates, comments, and default styles can make it feel more unique.
Optional (doesn't affect score)
- Add a /.well-known/security.txt so security researchers can reach you. Learn more
- Consider adding a llms.txt file to help AI models understand your site. Not yet a standard, but gaining adoption. Learn more
Embed this score on your site
StackScope Score 
<a href="https://stackscope.dev/launch/spo89mb1/mbs-workbench"><img src="https://stackscope.dev/badge/spo89mb1.svg" alt="StackScope Score" height="28" /></a>