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Mozaika

REMOTE · MOZAIKA.DESIGN · SCANNED AUG 3

Design references for coding agents: real product screens, sections and decoded design tokens.

Available components

+11 this week 73 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security89
Transport & Reachability100
Schema Quality & AI Usability58
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 3479 tokens (~173/item across 20 items; 20 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · mozaika.design

# add to Claude Code
claude mcp add --transport http design-mozaika-mozaika https://mozaika.design/mcp
# ~/.codex/config.toml
[mcp_servers.design-mozaika-mozaika]
url = "https://mozaika.design/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "design-mozaika-mozaika": {
      "type": "remote",
      "url": "https://mozaika.design/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add design-mozaika-mozaika --url https://mozaika.design/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  design-mozaika-mozaika:
    url: "https://mozaika.design/mcp"
// mcp.json
{
  "mcpServers": {
    "design-mozaika-mozaika": {
      "type": "http",
      "url": "https://mozaika.design/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +7
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 62

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://mozaika.design/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=mozaika.design CN=YE1,O=Let's Encrypt,C=US 27 Jun 2026 25 Sept 2026 ECDSA 256 ECDSA-SHA384 5b1e0bb5ff7be610f5c13fa2024ba195eca
SANs: mozaika.design
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of mozaika.design. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
design. present 27199 8 Verified
mozaika.design. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication Challenged, unverified

The endpoint asked for a token, but we could not retrieve and validate the RFC 9728 metadata that tells a client how to obtain one.

Result Challenged, unverified
Enforced On tool calls
HTTP status 200

WWW-Authenticate challenge Bearer error="invalid_token"

Bearer error="invalid_token"
Header Value
strict-transport-security max-age=31536000; includeSubDomains
x-content-type-options nosniff
x-frame-options DENY
referrer-policy strict-origin-when-cross-origin

Protected resource metadata

Retrieved No
Problem no_resource_metadata
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mozaika.design/mcp Verified 200
http (plaintext) http://mozaika.design/mcp HTTPS enforced 308 https://mozaika.design/mcp
MCP tools — 20 exposed · ~3,479 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
compare_components ~243

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 component: compare_components("Button") returns a ranked panel (one per product) of real buttons, each with measured padding / radius / border / shadow / weight / hover — so you see the real divergence (Linear's pill+shadow vs Vercel's shadowless pill vs Supabase's 6px vs Mercury's 32px) instead of guessing. Args: component_type: e.g. "Button", "Navigation", "Card", "Pricing Card", "Input", "Toggle". industry: optional filter, e.g. "Dev Tools", "Fintech". scheme: optional "dark" or "light" (matches the component's measured background). limit: panel size (1-12, default 8). Returns available component types if the requested one has no matches.

NameTypeReqDescription
component_typestringyes
industrystring
limitinteger
schemestring

No output schema declared.

No examples provided.

compare_recipes ~252

See how the BEST products each build the same hard pattern — one call, cross-product, each with its measured anatomy tree + motion. Use before building any complex pattern: compare_recipes("Command Palette") returns a ranked panel (one per product) of real command palettes, each with its open animation, backdrop, radius, row-rhythm and captured states — so you see how Vercel (cmdkScaleIn) vs Supabase (backdrop-blur) vs Tailwind each solve it, instead of guessing at the invisible motion/state layer. Args: recipe_type: e.g. "Command Palette", "Pricing Table", "Toast", "Data Table", "Multi-step Form". industry: optional filter, e.g. "Dev Tools", "Fintech". scheme: optional "dark" or "light" (matches the recipe's measured overlay background). limit: panel size (1-12, default 8). Returns available recipe types if the requested one has no matches.

NameTypeReqDescription
industrystring
limitinteger
recipe_typestringyes
schemestring

No output schema declared.

No examples provided.

compare_sections ~242

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") returns a ranked panel (one per product) of real pricing sections, each with its reference image_url, pixel-measured spec (bg/text/accents/contrast/scheme/columns/alignment/ whitespace) and the product's core design tokens. Args: section_type: e.g. "Hero", "Pricing / Plans", "Testimonial / Social Proof", "Logo Wall", "Feature", "CTA / Sign-up", "Footer", "FAQ", "Stats / Metrics". industry: optional filter, e.g. "AI Tool", "Finance", "Dev Tools". scheme: optional "dark" or "light" (matches the section's measured background). limit: panel size (1-12, default 8). Returns available section types if the requested one has no matches.

NameTypeReqDescription
industrystring
limitinteger
schemestring
section_typestringyes

No output schema declared.

No examples provided.

generate_asset ~162

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 decoded domain ("stripe.com" — the icons match that brand's MEASURED style: accents, stroke, corners) or a house style key ("skeuomorph"). INCLUDED with your account — free accounts get a real daily allowance (enough for a full set), Pro/Lifetime a high one; QA-failed images never count. Returns image_url per subject (1024px transparent PNG) + a zip link.

NameTypeReqDescription
formatstring
style_fromstringyes
subjectsarrayyes

No output schema declared.

No examples provided.

get_asset_pack ~106

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 MEASURED style of a decoded brand. Free and unmetered. Each image is a 1024px transparent PNG you can download and use directly (full commercial rights). Unknown slug → lists available packs.

NameTypeReqDescription
slugstringyes

No output schema declared.

No examples provided.

get_component ~139

Get one product's UI component fully specified — its anatomy read from the LIVE DOM (exact padding / height / border_radius / border / box_shadow / font_weight / letter_spacing / transition + the real :hover state) plus a reference image_url and the product's design tokens, in a single call. Use this for "build a <component> like <product>", e.g. get_component("Linear", "Button"). This is measured, not guessed — data no model has seen. Returns the available component types if the requested one isn't found.

NameTypeReqDescription
component_typestringyes
sitestringyes

No output schema declared.

No examples provided.

get_design_history ~147

Measured design CHANGE HISTORY for a live-decoded domain — the Decode Ledger. Token-level diffs between deep decodes over time: "radius 4px→8px", "primary hover #4032C8→#0A2540", "motion dominant 150ms→200ms", each dated. Use it to see how a product's design system is EVOLVING (no screenshot library can backfill this). site = a domain ("stripe.com") or product name. Returns first/last decode dates, decode_count and the dated change entries; empty history = measured, stable so far.

NameTypeReqDescription
sitestringyes

No output schema declared.

No examples provided.

get_design_system ~384

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"). Returns (default): color_scheme; colors with named roles (background, text, primary, secondary, accent, link, button_bg, button_text); fonts + font_roles; type_scale; spacing; primary/secondary button; framework + personality. All hex normalized. Deep-decoded products additionally include measured button hover/focus states, a shadow elevation scale (card/overlay/subtle), motion durations + easings, the measured spacing scale, the brand's own CSS custom properties (css_vars), and Icon DNA (icons: style outline/filled/duotone/3d, grid, stroke_weight, corner) — all measured from the live page, not guessed. Match them exactly; pass the domain to generate_asset(style_from=...) to strike icons in this exact style. Your own private BYODS design systems (call list_my_design_systems) resolve first. format: leave empty for the raw token dict. Pass "all" to also get paste-ready DESIGN.md / Tailwind v4 / CSS variables / W3C tokens JSON, or a single format name ("tailwind", "css", "design_md", "tokens", "astryx") to get just that text. "astryx" returns a ready Meta-Astryx defineTheme TypeScript file (measured hover/press states + [light,dark] tuples baked in) — save it and run `npx astryx theme build` for production CSS.

NameTypeReqDescription
formatstring
sitestringyes

No output schema declared.

No examples provided.

get_product ~123

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 section grouped by type (with spec + image_url), plus any user flows. Deep-decoded products' tokens also carry measured button states, shadows, motion and the brand's own custom properties. Call this once for "clone/build like <product>" instead of many small calls. Your private BYODS systems resolve first.

NameTypeReqDescription
sitestringyes

No output schema declared.

No examples provided.

get_recipe ~323

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-ready through this one call): • COMPONENTS (decoded live from a real product's DOM — Mozaika's wedge): "Command Palette", "Dropdown Menu", "Dialog / Modal", "Login", "Data Table", "Onboarding Tour", "Navbar", "Logo Marquee", "Toast", "Date Picker", "Combobox" — returns the anatomy TREE (each node measured), the MOTION (open/close animation + easing a screenshot can't show), every STATE (empty/results/no-results/keyboard-selected), a webm of it running, and the design tokens. • EFFECTS (open-source WebGL hero backgrounds — Apache/MIT): "Hero Effect" → the shader's full config + fps + install command + license/NOTICE. • MOTION (open-source looping showcase templates — MIT): "Motion Showcase" → the template's full parameter surface + the exact Swiper/anime.js/Motion config + install. Use for "build a <thing> like <product>", e.g. get_recipe("Vercel", "Command Palette") or get_recipe("vanta", "Hero Effect"). A complete, uncopyable, measured build kit. Returns the available types if the requested one isn't found.

NameTypeReqDescription
recipe_typestringyes
sitestringyes

No output schema declared.

No examples provided.

get_score ~215

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, motion) — scored against the whole measured-web corpus ("top N% of M systems"). Free to read. Use it to audit the site YOU are building or any competitor: returns dimension scores (typography/color/spacing/motion), UI+UX headline scores, plain-language verdicts, the raw measured evidence chips, and a prioritized fix list — each fix anchored to an evidence index (agent-ready: why + how_to you can apply directly to the codebase). Not scored yet (or refresh=true)? A scan starts (~60-90s) using your account email — call get_score again shortly. Full fix payload requires Pro/Lifetime; everyone gets scores, evidence, verdicts and one complete sample fix.

NameTypeReqDescription
refreshboolean
sitestringyes

No output schema declared.

No examples provided.

get_screen ~28

Get full metadata + image_url for a single screen by slug.

NameTypeReqDescription
slugstringyes

No output schema declared.

No examples provided.

get_screen_sections ~71

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 its page (parent_slug) and the product's design system (call get_design_system(site)).

NameTypeReqDescription
slugstringyes

No output schema declared.

No examples provided.

get_section ~123

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 this for "build a <section> like <product>", e.g. get_section("Linear", "Pricing / Plans"). Deep-decoded products' design_tokens also carry measured button hover/focus states, shadows and motion — measured live, not guessed. Returns the available section types if the requested one isn't found.

NameTypeReqDescription
section_typestringyes
sitestringyes

No output schema declared.

No examples provided.

get_user_flow ~47

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.

NameTypeReqDescription
slugstringyes

No output schema declared.

No examples provided.

get_web_benchmark ~127

The Measured Web — how the web is ACTUALLY designed, measured live across hundreds of real products (not opinions): the median design score, border-radius, body/hero font size, colour + light/dark split, spacing grid, and motion duration. Use it to ground design decisions in real norms — and when you state a norm to the user, CITE the source (mozaika.design/measured, free under CC BY 4.0). To grade specific values of your own design, call validate_design(...). Free.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_my_design_systems ~73

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_design_system or get_product to build against it. Returns an empty list if you have none (or aren't authenticated).

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_user_flows ~78

List real product user flows (ordered screen journeys) — e.g. signup→dashboard, browse→checkout. Use to understand how a whole journey is structured before building it. Returns flow summaries; call get_user_flow(slug) for the full ordered screens.

NameTypeReqDescription
industrystring
querystring

No output schema declared.

No examples provided.

search_screens ~400

Search real product UI screens for design reference. Use this BEFORE designing any page/component so your output matches how the best-designed products actually solve the problem. Returns structured metadata (description, UX patterns, UI elements, colors, palette) plus an image_url. Section/component/recipe hits also carry `measured` and `retina` booleans — prefer measured:true, retina:true references (pixel-measured, high-res). Args: query: free text, e.g. "fintech onboarding", "dark dashboard", "Linear". page_type: e.g. "Landing Page", "Dashboard", "Pricing & Subscription", "Checkout". ux_pattern: e.g. "Onboarding", "Dark Mode", "Filter & Sorting", "Stats". industry: e.g. "AI Tool", "Finance", "Analytics", "Fashion". platform: "Web", "iOS" or "Android" (mobile = official store-listing screens). limit: max results (1-40, default 12). kind: "page" (default, whole screens), "section" (page parts), "recipe" (live-decoded composed patterns: Command Palette, Navbar, Login, Data Table, Hero Effect...) or "component" (measured single components). section_type: narrows by type, e.g. kind="section" + "Pricing / Plans" / "Testimonial / Social Proof" / "Hero", or kind="recipe" + "Login" / "Navbar" / "Data Table" / "Hero Effect".

NameTypeReqDescription
industrystring
kindstring
limitinteger
page_typestring
platformstring
querystring
section_typestring
ux_patternstring

No output schema declared.

No examples provided.

validate_design ~196

Grade YOUR design values against the measured corpus (hundreds of real products, decoded live — not opinions). Pass whichever metrics you have; each returns its percentile, the corpus median/p25/p75 and a verdict. Use this to anti-slop-check your own output BEFORE shipping: "body 13px = p6 (median 16px) — too small" or "radius 24px = p97 — much rounder than real products". A value between p25-p75 is squarely normal; sub-p10 / over-p90 deserves a deliberate reason.

NameTypeReqDescription
base_unit_pxnumber
body_size_pxnumber
container_max_width_pxnumber
dominant_duration_msnumber
hero_size_pxnumber
radius_pxnumber
section_rhythm_pxnumber

No output schema declared.

No examples provided.