MDVP -- Design quality measured, not opined -- MDVP

mdvp@audit:~


  ███╗   ███╗██████╗ ██╗   ██╗██████╗
  ████╗ ████║██╔══██╗██║   ██║██╔══██╗
  ██╔████╔██║██║  ██║██║   ██║██████╔╝
  ██║╚██╔╝██║██║  ██║╚██╗ ██╔╝██╔═══╝
  ██║ ╚═╝ ██║██████╔╝ ╚████╔╝ ██║
  ╚═╝     ╚═╝╚═════╝   ╚═══╝  ╚═╝

MDVP-T/1.0 stripe.com A 87/100
[DOM]        77 elements · 4 fonts · 5 colors
[ENTROPY]    overall 0.74 · high noise
[SALIENCY]   cta low · heading low
[RECOMMEND]  raise hierarchy · strengthen cta

v1.30.0 · protocol sample · live crawl

type 'help' for commands

Perceive pages as structured output, not subjective taste.

Return DOM, entropy, saliency, and recommendation blocks.

Try: perceive mdvp.dev --live · audit stripe.com · compare figma.com linear.app

mdvp@audit:~$

MDVP.

Machine Design Vision Protocol

Credits

1 credit = 1 audit. Start with a $1 trial for 5 audits.

Amount (USD)5 credits · $0.20/audit

credits5

per audit$0.20

total$1.00

Pay $1 →

Stripe · API key instant after payment

Agents — x402

HTTP 402 · no key needed · $0.20/audit

POST /audit
→ 402
  method: tempo
  amount: 200000 USDC
Pay → replay

x402 + MCP docs →

MDVP — Machine Design Vision Protocol · Design quality scoring for websites