design.mozaika/mozaika

up checked 2026-11-11T06:39:52.702Z

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Publisher-provided title

Mozaika

Publisher-provided description

Measured design systems decoded from 588 real products, for coding agents.

Summary by lookupd

Provides measured design system data from real products, letting agents audit code, compare UI patterns, and fetch component specs.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http mozaika https://mozaika.design/mcp

Codex, remote (streamable-http)

codex mcp add mozaika --url https://mozaika.design/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "mozaika": {
      "url": "https://mozaika.design/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (23 tools)

Publisher-provided text

• search_screens Search real product UI screens for design reference. Use this BEFORE designing any page/component so your output matches how the best-designed products
• get_screen_sections List the distinct sections of a page (hero, pricing cards, testimonial/feedback, footer, ...) so you can emulate a specific part. Each section links back to
• list_user_flows List real product user flows (ordered screen journeys) — e.g. signup→dashboard, browse→checkout. Use to understand how a whole journey is structured before
• get_user_flow Get one user flow with its ordered steps, each including full screen metadata and image_url. Returns an error dict if the flow is not found.
• get_screen Get full metadata + image_url for a single screen by slug.
• get_design_system Get a product's full, LLM-verified design system so you can match its exact look. Use this for "design like <product>" (e.g. site="Linear", "Stripe", "Figma
• get_design_history Measured design CHANGE HISTORY for a live-decoded domain — the Decode Ledger. Token-level diffs between deep decodes over time: "radius 4px→8px", "primary h
• audit_code When the user says a screen looks generic, cheap or off and you need to know WHY — paste the code and get numbers back. This is the one tool here that reads
• validate_design Grade YOUR design values against the measured corpus (hundreds of real products, decoded live — not opinions). Pass whichever metrics you have; each returns
• get_web_benchmark The Measured Web — how the web is ACTUALLY designed, measured live across hundreds of real products (not opinions): the median design score, border-radius,
• get_design_drift Has this product's design system CHANGED since it was decoded — and which of its numbers are safe to hard-code? Mozaika re-measures the most-referenced prod
• list_design_changes What actually changed in the web's design systems lately — the nightly Drift Ledger feed. Mozaika re-measures ~100 of the most-referenced products every nig
• get_section Get one product's specific section fully specified — its decoded spec + reference image_url + the parent product's design tokens — in a single call. Use thi
• compare_sections See how the BEST products each solve the same section — one call, cross-product. Use before designing any section: e.g. compare_sections("Pricing / Plans")
• get_component Get one product's UI component fully specified — its anatomy read from the LIVE DOM (exact padding / height / border_radius / border / box_shadow / font_wei
• compare_components See how the BEST products each build the same UI atom — one call, cross-product, each with its anatomy read from the live DOM. Use before building any compo
• get_recipe The universal BUILD-KIT fetcher — the measured spec + code to reproduce a piece of UI. `recipe_type` selects which library across three families (all agent-
• compare_recipes See how the BEST products each build the same hard pattern — one call, cross-product. Use before building any complex pattern: compare_recipes("Command Pale
• get_product Pull an entire product as an agent-ready build kit: the full multi-format design system (tokens + DESIGN.md/Tailwind/CSS/JSON), every curated page, every se
• list_my_design_systems List YOUR private design systems (BYODS) — the sites you decoded into your own/your team's scope. Each item has name + slug; pass the slug/name to get_desig
• get_asset_pack Get a ready-made AI-generated icon pack (12 consistent icons) — e.g. a house style like 'clay-starter' / 'line-minimal-starter', or a pack generated in the
• generate_asset Generate ON-BRAND icons with AI: subjects (1-12 short nouns, e.g. ["settings gear", "credit card"]) rendered in ONE consistent style. style_from is either a
• get_score Design Score: a 0-100 design audit MEASURED from the site's live DOM (real WCAG contrast pairs, detected type ladder, spacing grid, forced hover states, mot

Details

• Version: 1.1.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 764 ms
• First indexed: 2026-11-01T09:00:34.839Z
• Last seen in registry: 2026-11-01T09:00:34.850Z
• Website: https://mozaika.design

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