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and web design inspiration for Claude and Codex: real references, screen and page previews, native and web patterns and design briefs.","maintainers":[{"name":"hasan552","email":"hasan552529@gmail.com"}],"readme":"# appinspire-mcp\n\n**Give Claude and Codex a real mobile and web design reference library before they write UI.**\n\nA local MCP server inspired by [inspo-mcp](https://github.com/Nutlope/inspo)'s reference-first workflow,\nadapted for iOS, Android and cross-platform apps and for websites, web apps and admin panels. Search attributed\nBehance projects, Dribbble shots, Apple Design Award winners and finalists, other public mobile design resources and\nthe installed research library. Inspect source previews, choose an original direction, then create phone-first\nmobile UI or browser-native web UI with coherent typography, motion and rich sensory feedback.\nA mobile design, mockup or prototype request calls for a reviewable visual or interactive preview, without implicit\nnative compilation. When the user requests a runnable native app, use the project's mobile framework and verify\nthe requested native runtime. A desktop website layout does not become mobile UI through resizing or a WebView, and\na stretched phone layout is not a web surface. See [web surfaces](#web-surfaces).\n\nNo API key, hosted backend, subscription or database is needed. Search and guidance work offline.\nBundled references fetch previews from their publishers. The installed research library serves local images offline.\nAn attributed appinspire edition of the LottieFiles motion-design skill is served offline; the package carries the\nupstream license and provenance, and the unmodified upstream documents stay in the source repository.\n\n## Install\n\nRequires **Node.js 22+** and the Codex CLI and/or Claude Code CLI. Install the package durably, then register it:\n\n```sh\nnpm i -g appinspire-mcp\nappinspire-mcp install\n```\n\nUpgrade by installing the new release and rerunning the installer:\n\n```sh\nnpm i -g appinspire-mcp@latest && appinspire-mcp install\n```\n\n`install` registers the installed package in both clients through their official configuration commands, with\nabsolute paths. The Node path is chosen to survive Node upgrades: Homebrew's formula `opt` link, or an unversioned\n`node` on PATH, when it resolves to the Node running the installer; otherwise that Node's own path, with a warning\nthat a Node upgrade needs another `appinspire-mcp install`. MCP startup runs locally without npm, version\nresolution, install hooks or downloads. Keep the registered package and Node installation in place.\nAfter registering the clients, the same command installs the research library into `~/.appinspire-mcp/library`\n(about 84 MB once; upgrades download only changed archives).\nA library download failure never fails registration; `--skip-library` or `APPINSPIRE_SKIP_LIBRARY=1` defers it and\n`appinspire-mcp library install` installs or retries it. The package has no npm install hook (npm 12 skips\ndependency install scripts anyway), so `npm i` and `npx` never download the library by themselves.\n\nThe result's `warnings` never fail installation. `npx-cache` means the installer ran from npx's cache, which npx\nrewrites; install with `npm i -g` instead. `claude-multiacc` means a client resolves into a claude-multiacc\ninstallation, whose synced registry pushes the registration, with this machine's paths, to every machine in its\npool. On Macs where app-robot's runner publishes appinspire-mcp into claude-multiacc pools, do not run\n`appinspire-mcp install`; the runner manages appinspire-mcp per machine.\n\nStart a new client session to load the tools. Install for just one client or inspect the commands first:\n\n```sh\nappinspire-mcp install --client codex\nappinspire-mcp install --client claude\nappinspire-mcp install --dry-run\nappinspire-mcp doctor\n```\n\nFor a checkout or local package, including before the first npm release:\n\n```sh\nnpm ci\nnode bin/appinspire-mcp.mjs install --local\n```\n\nFor any other stdio MCP client, use the absolute Node and package entry paths shown by `install --dry-run`,\nwith `serve` as the final argument. See [installation](docs/installation.md) for the Node path choice, warnings,\nmanual configuration, removal and the distinction between registration and a working connection.\n\n## Collect a local screen library\n\nInstall first, then run the collectors for the sources you want:\n\n```sh\nappinspire-mcp install\nappinspire-mcp collect appshot --limit 20\nappinspire-mcp collect adapty --limit 20\nappinspire-mcp collect paywall-gallery --help\n```\n\nThe collectors keep third-party metadata and media in `~/.appinspire-mcp/library`, or `APPINSPIRE_LIBRARY_DIR`\nwhen configured. Collector arguments pass through unchanged; each source's `--help` describes its options.\nDownloaded libraries remain local and are not bundled in npm. Installation installs the research library release;\nserver startup never downloads, and neither runs collectors or synchronizes collections. See\n[installation](docs/installation.md#research-library) for storage setup.\n\n## Reference libraries\n\nIt is all one library. The packaged catalog and the installed research library answer together, counted by\nsurface: app screens (the packaged catalog and operator-supplied concept shots), store screenshot campaigns,\npaywalls, onboarding flows, websites, web apps, admin panels and app icons. `list_sources` gives the library's\ntotals per surface; `appinspire://libraries` and `get_filters.library` add images, download receipts, one `setup`\nwhile any surface cannot answer, and the attribution block below. Each search tool reports its surface's coverage in\n`library` and, while any part of it is missing or unreadable here, one `setup` with the install command. An empty\nsurface records its coverage instead of inventing references: onboarding keeps its `missingFrames` and the plain\nupstream `unavailableReason`. App icons come only from the operator: until the first library release that carries\nthem, their surface is `ready` with no references, and `setup.designWithoutReferences` says how to design an icon\nwithout them.\n\nThe installed part ships in versioned library bundles that `appinspire-mcp install` and `appinspire-mcp library\ninstall` unpack. The npm package itself still carries no third-party media; the library lives in\n`APPINSPIRE_LIBRARY_DIR` or `~/.appinspire-mcp/library`.\n\n### Attribution and permissions\n\nSources are provenance inside the one library, never separate libraries, and each keeps its own terms. Appshot store\ncampaigns, Adapty paywalls, and the PaywallPro gallery's paywall previews and onboarding frames are each covered by a\nnegotiated agreement with its owner, so the media may be collected and distributed as versioned library bundles to\nthe machines that run this server. The agreements cover this distribution, not further redistribution of the source\nimages or any claim over the original designs.\n\nAttribution travels with the media: each record keeps its `attribution`, `source`, `url` and `provenance`, each source\nkeeps its `LICENSE.upstream` and the permission note in its `manifest.json`, and the bundle keeps its `attribution`\nblock. `appinspire://libraries` lists every source's `permission` and licence file in its\n`attribution` block.\n\nThe app UI concept shots (`owner-samples`, 46 images) were supplied by the operator for its own runners; no collector\ngathers them and no agreement covers them. Their original creators are not identified, and each record, its\n`LICENSE.upstream` and the bundle's permission note say so. They travel only in the library bundle, never in npm or\ngit, and are served as app screens beside the packaged catalog.\n\nThe web designs (`owner-web`: websites, web product interfaces and admin panels) were supplied by the operator for its\nown runners on the same terms as `owner-samples`: not collected, covered by no agreement, creators not identified, and\neach record's `url` names the library release, labelled `urlKind: distribution`, because no source URL is known. A\nname visible in an image is repeated only as an unverified credit, and framing and third-party marks are kept as\nsupplied without implying authorship or endorsement. The operator's `appinspire-mcp library intake` pipeline\nclassifies every image blind from its pixels, keeps measured and inferred values apart and queues low-confidence or\ndisputed fields for the owner's offline review page, whose `appinspire-library-changes/2` export `library intake\napply` replays; see [web library intake](docs/web-library-intake.md). Supplied examples are never removed; only\nexplicit duplicates merge. The release `library-20260924-web-r2` carries 52 web designs from 54 supplied files (two\nexplicit duplicates merged): 41 websites, 2 web apps and 9 admin panels, under the admin boundary rule\n`any-data-console`, reviewed on the owner's delegation. See [the web curation report](docs/curation-web-20260924.md).\n`search_web_designs` and `get_web_design` serve them once installed. `library pack` never packs an operator-supplied\nsource or its assets.\n\nThe library panel's app sources (`owner-app`, `owner-paywalls`, `owner-onboarding`, `owner-store-screenshots` and\n`owner-icons`) hold the app screens and concepts, paywalls, onboarding flows, store screenshot campaigns and app icons\nthe operator supplies, on the same terms as `owner-samples`; each surface's search and inspection tools serve them.\nSee [the research library](docs/libraries.md#sources-and-permissions).\n\n## Use it\n\nAsk your coding client:\n\n> Use appinspire-mcp to design this mobile app: [a few sentences about the product, its audience and its main\n> screens]\n\n> Use appinspire-mcp to design this admin panel: [a few sentences about the organization, the people who operate\n> it and what they monitor and act on]\n\nA short product prompt is enough. Your coding client supplies research, an original concept, concrete visual\ndecisions and expressive animation without asking you to prescribe typography, palettes or choreography. It records\nthose choices in existing project notes and carries them into the implementation. Good existing brand direction and\nexplicit product requirements take priority; the client authors and builds everything they leave unspecified to the\nsame standard. The AI chooses and implements missing creative details autonomously, without waiting for the user to\nexplain design or animation.\n\nUse the tools inside your existing design workflow:\n\n1. **`get_guidelines`** — read the surface core and retrieve topics needed for the work. Reuse unchanged guidance.\n   Name `website`, `web-app` or `admin-panel` to select web craft.\n2. **`recommend`** — turn the product brief and explicit screens into attributed references, scope metadata,\n   guidance calls and a `referencePlan` explaining each match. The library returns same-domain matches where\n   available, then its closest fit, labelled `best-fit`. `referenceGap` names useful further searches.\n3. **`get_screen`**, **`get_web_design`** or the dedicated surface inspector — inspect actual reference pixels.\n   Use **`compare`** and **`find_similar`** when alternatives help resolve a design decision.\n4. **`build_design_brief`**, **`get_design_system`**, **`find_patterns`** and **`get_motion_guidance`** — preserve\n   the product requirements while authoring the visual direction, shared components and expressive interactions.\n   **`get_mechanics_recipe`** supplies invisible implementation mechanics where useful.\n5. Render a representative screen or view before expanding the design. Inspect composition, reference adaptation\n   and meaningful motion at normal speed, independently of functional tests. Refine observed weaknesses and carry\n   the accepted direction through the requested screens and states. Review with real artwork, copy and data.\n\nKeep shared values and recurring behavior in the project's existing sources. The MCP resolves requested scope;\nit does not prescribe a schedule, agent assignments or reviewer roles.\n\nMatch verification to the deliverable. Design previews need rendered design evidence; runnable native apps also\nneed native interaction evidence, and runnable web products evidence in every requested browser engine and width.\nBrowser previews cannot prove native behavior. Use the existing workflow and record only checks actually\nperformed; this does not require a new framework, approval step or test infrastructure.\n\nFor mobile UI, keep the main task and a useful action in the initial mobile viewport at normal text size. Use\nnavigation for the product and handle back behavior, insets and keyboards in the implemented runtime. Adapt larger\nwindows as the same product; avoid turning them into a landing page. No fixed tab bar, navigation shell, sidebar,\nhero, component kit or visual preset is required on any surface.\n\nWhen the request specifies an outcome or screens, the client supplies the optional `product` input to\n`recommend` and `build_design_brief`. Explicit requirements drive the returned intent and screen structure;\npattern suggestions stay separate. Category inference reports keyword ties and unsupported categories openly.\nSee the [product contract](docs/api.md#explicit-product-requirements) for the shared schema and an example.\n\nThe guidance supports original art direction without imposing a style. Resolve uncertain choices through useful\nresearch and rendered exploration, preserve a sound existing direction, and record concrete decisions in existing\nnotes. Describe shared interaction behavior once and distinctive sequences or important exceptions where needed.\n\nGenerated app UI, onboarding, paywalls, websites, web apps and admin panels target expressive, implemented motion\nfrom a short brief. Give important actions product-specific choreography with coherent timing, continuity,\ninterruption handling and final outcomes. Use a platform default only when it matches what was authored; for\ndemonstrated performance constraints change the rendering technique, never the designed choreography. User and brand constraints govern;\nthe product's subject alone does not imply minimal motion. Inspect meaningful changes at normal speed, including\nentry and completion. Tokens, written specifications and still screenshots cannot establish motion quality.\n\nReduced motion is a separately designed mode, applied invisibly from the OS preference (on the web through\n`prefers-reduced-motion` before first paint, for every render technology) and never a reason to shrink the main one.\nWCAG 2.2.2 governs automatic motion and auto-updating content beside other content; longer background animation is\nfine when an inactive scene, the reduced mode or a legitimate product control stops it. Haptics are built from\nprimitives (intensity, sharpness, duration, rhythm and binding to data) on one intensity scale shared with motion\nand sound, responding to meaningful detents, thresholds and resistance during direct manipulation. Use native\nsemantic cues where they fit and custom patterns for the authored tactile direction. A native product includes the\nhaptic handoff for each platform it ships on. Respect haptic preferences, avoid repeated buzzing and false\nsuccess. Describe shared sensory behavior once. Sound is a required layer whose cues each product designs from its\nown material, delivered with its required assets; a\nbrowser preview of a mobile product stays silent, because a browser cannot read the device's silent mode. Web\nsurfaces play their own sound by the browser runtime rule (see [web surfaces](#web-surfaces)). Physical tactile\nquality needs supported-device review; a recording or simulator cannot prove it. No extra native build is implied by\na design request. See [motion, haptic and sound implementation and verification](docs/motion.md).\n\n`get_guidelines` with `topic: \"quality-gates\"` returns the required `qualityGates`: sensory coverage, signature\nmotion, and regression checks for visible focus after navigation, readable compact paywalls, visible and announced\nasynchronous results, text scaling, selected/focus contrast, consistent motion preferences, purposeful haptic\nfeedback, clear product copy, and finished product UI. Web surfaces get their own set: 18 gates for a website, 21\nfor a web app and 20 for an admin panel, adding responsive range, browser navigation, pointer and keyboard parity,\nloading stability, document semantics and engine coverage, and for web apps and admin panels dense data,\npermission states and live updates. Apply every returned gate to each requested surface in its requested runtime\nand retain the observed result. Receiving the checklist does not mean an app passed it. See\n[rendered acceptance checks](docs/design-workflow.md#required-rendered-acceptance-checks).\n\nStyle typography, colors, components and motion from the library references to express the chosen art direction.\nAccessibility must preserve readable, focusable controls without forcing generic OS styling. Appearance modes are\noptional; neither automatic dark mode nor a theme selector is required. Adapt the interface across phone and tablet\nsizes, or across every width a web surface serves. Keep QA controls, debug/prototype labels, simulated-error\nswitches and fake phone, device or browser chrome outside product UI.\nUse relevant existing previews, OS settings or recordings; keep any testing harness outside the product.\n\nThe server supplies evidence and structured guidance. Your coding client creates and checks the requested design\nor app. The server does not make model API calls or claim that metadata alone guarantees a good visual result.\n\n## Web surfaces\n\nWebsites, web apps and admin panels are three surfaces of their own, each with its own guidance, library category,\npatterns, quality gates and review lens:\n\n| Surface | What it is |\n| --- | --- |\n| `website` | Public pages a visitor reads to understand the product, trust its evidence and reach the next action |\n| `web-app` | The product a person works in from the browser: a repeated task on their own content, account or data |\n| `admin-panel` | The console where people monitor and act on many records, accounts or systems for an organization |\n\nThe runtime of a web surface is always the browser: naming one selects the web craft and every answer for it\nreports `platform: \"web\"`, whatever `platform` a call passes. `platform: \"web\"` keeps its earlier meaning, the\nbrowser preview or hosted flow of a mobile product, so `app`, `onboarding` and `paywall` with `platform: \"web\"`,\nHTML deliverables, WebView and hosted-flow facts all keep the mobile craft. A product that spans both, such as an\niOS app and its website, names every surface in `surfaces` and passes the mobile `platform`: the guidance for the\nfirst surface arrives in full and each surface of the other runtime as a runtime delta that lists only what\ndiffers, so no rule is served twice. When a brief names no surfaces, a website, web app or admin panel phrase in its\nwords declares that surface unless a stated mobile platform (the `platform` argument, or `constraints.platforms`\nnaming only mobile platforms) or the brief's mobile words make the product mobile;\nthen the phrase is only reported in `scope.unconfirmed`, and the client confirms it by naming the surface. Words\nsuch as dashboard, portal or console alone never declare a surface.\n\nWeb delivery needs real-browser renders at the widths the request and its audience need, and a runnable web\nproduct needs evidence in every requested browser engine and width; a phone-sized render or a screenshot is not a\nsubstitute. Pass the facts you know as `constraints`: `viewportWidths` (CSS px), `browserEngines` (`chromium`,\n`gecko`, `webkit`) and `indexable`. The gates and delivery lines echo them; each fact left out stays the author's\nrecorded decision, never a default width or engine. Every page and view needs keyboard operation with visible\nfocus, a path that needs no hover, reflow and zoom, real URLs with back, forward, reload and deep links, focus on\nroute change and measured loading stability.\n\nMotion, haptics and sound follow the mobile model with the browser's rules. The reduced mode applies from\n`prefers-reduced-motion` before first paint and after a back-forward cache restore, for CSS, SVG, script- and\nscroll-driven animation, view transitions, canvas, WebGL and video alike; render loops pause while hidden or\noffscreen. Haptic cues reach the Vibration API after user activation, or a negotiated host bridge, under a\nremembered product haptic preference; unsupported output remains nonblocking and preserves other feedback.\nWeb sound plays through a page-owned player only after user activation, under a keyboard-operable product sound\ncontrol. On a first visit it starts audible where the engine yields to the device's silent switch or the device has\nno touch input; elsewhere it starts off until that control turns it on.\n\n## Tools and resources\n\n| Purpose | Tools |\n| --- | --- |\n| Research | `recommend`, `search_screens`, `get_screen`, `find_similar`, `compare` |\n| Implement | `build_design_brief`, `get_design_system`, `find_patterns`, `get_guidelines`, `get_mechanics_recipe` |\n| Explore | `get_filters`, `list_collections`, `get_collection`, `list_sources`, `discover` |\n| Store campaigns | `search_store_screenshots`, `get_store_screenshot` |\n| Paywalls | `search_paywalls`, `get_paywall` |\n| Onboarding flows | `search_onboarding`, `get_onboarding` |\n| App icons | `search_app_icons`, `get_app_icon` |\n| Web designs | `search_web_designs`, `get_web_design` |\n| Motion | `get_motion_guidance` |\n\nThere are 26 tools, the `design_mobile_app` and `design_web_product` prompts, and JSON resources at\n`appinspire://catalog`, `appinspire://sources`, `appinspire://libraries` and `appinspire://reference/{id}`. See the\n[API contract](docs/api.md). `design_web_product` takes a brief and the web surfaces it covers, separated by commas.\nThe offline motion index is `appinspire://motion`; `appinspire://motion/{topic}` serves AppInspire's application\nguidance followed by the edition of that motion document.\n\n`get_guidelines` answers with a compact core per surface and one topic per call (`motion`, `haptics`, `sound`,\n`quality-gates`, `platform`, `artwork`, `surface`), so no response repeats a rule. Pass the facts you know as\n`constraints`: appearances, locales, platforms, single-file HTML, external assets, a negotiated haptic bridge,\nstore-campaign counts, for web surfaces viewport widths, browser engines and indexing, and, for a request designed\nas several parallel variants, which `variant` this is. They shape the answer: for example a right-to-left locale adds\na mirrored-layout check, a single-file deliverable sets the core's `delivery.files` and each variant is dealt its own\nshare of the library references; each fact left out stays the author's decision, never a default. See [product and delivery\nconstraints](docs/api.md#product-and-delivery-constraints). `recommend` and `build_design_brief` list the exact\nguidance calls for every declared surface instead of embedding them. `get_mechanics_recipe` returns invisible\nmechanics (FLIP, gesture springs, gestures, scroll-linked progress, ongoing motion, the reduced-motion mode, haptic\ncues and sensory event routing, plus view transitions, pointer states and a web sound player for the browser) whose\nevery value is an authored parameter; the motion workflow lists each recipe as a call. With a web surface each recipe\nanswers for the browser with `webIntegration` in place of the native handoff. Inspect motion at normal speed and\nunder reduced motion during ordinary UI review; there is no separate motion-audit tool or compulsory capture format.\n\nOriginal artwork uses the image-generation tool available in this environment. The `artwork` topic covers the\nbrief, image-header checks and rendered integration. The standalone [image command](docs/api.md#image-command)\nremains available.\n\nUse the dedicated surface tools to inspect complete store campaigns, individual paywalls, ordered onboarding frames,\napp icons or web designs. `get_web_design` reads a capture's recorded design region without its presentation\nframing, the product UI a website embeds, collage panes and the ordered segments of a tall or wide capture.\nStore campaigns use real app captures; paywalls use the product's actual offers; icons follow the chosen brand direction\nand the client's asset-generation tools. The store campaign guidance makes the first three boards, visible on the\nsearch card, communicate what the product's search research calls for, with outcome-led headlines, and places\nthe operator's genuine credibility (laurels, audience and category rank, authorized brand logos) within its true\nscope. See [the research library](docs/libraries.md) for collection, deduplication, source revenue labels and\nexplicit missing-frame reports. Onboarding frames come from the PaywallPro agreement in their upstream order;\nentries whose manifest carries no frames are reported as missing coverage rather than invented.\n\n`get_design_system` ships no palette, typeface, scale or component look. It returns semantic color roles (a web\nsurface adds state roles, and data and status roles for an admin panel or a data-dense web app) and a method for\nderiving them from the product, authoring instructions for typography, spacing and shape, and platform\nunits, with pointers to platform, motion and quality-gates topics. Choose a coherent product appearance rather\nthan inheriting OS styling. Motion timing and easing are `null`,\nnot zero: the client authors them from the concept. A requested style or motion personality is a description of\nthe product; no preset stands behind it. See the\n[motion contract](docs/api.md#complete-offline-motion-guidance) for the nullable fields.\n\nThe MCP instructs the client to work as a senior, highly experienced art director: consider and design every\nscreen, state and interaction, and search until the concept is unmistakably this product’s own. Server\ninstructions and the `get_guidelines` core set concrete\nstandards for original composition, typography, spacing, finished states, rendered critique and iteration; every\ndesign brief names that call first.\nMotion guidance is framework agnostic: implement it with the project's native animation facilities, CSS,\nor an appropriate animation library. The motion skill does not require a Lottie player for every animation.\nIts appinspire edition carries no archetype, preset or default value; product context and AppInspire's\nintegration rules take precedence over any example in it. No house font, palette, mascot, card/pill layout or\ngradient treatment is supplied. Each motion sequence decides its layers and records why any layer stays empty.\nVisual ambition is judged against the actual brief and inspected references, independently of functional checks.\nLibrary references are the style source: the client adapts their visual language, colour and type included, and\nnever traces a layout or reuses artwork or animation sequences. Each product needs its own rationale and coherent\nidentity. These instructions guide client decisions; they do not guarantee aesthetic quality or establish that\nnewly generated output has been validated.\n\n## Reference library\n\nThe reviewed catalog contains **85 references**: 38 Behance projects, 31 Dribbble shots and 16 Apple Design\nAwards app references. A blind multi-agent review of the original 413-record snapshot kept the records it judged\nusable; the owner then removed some and recovered others, each recovered record judged blind at full resolution.\nSee [the curation report](docs/curation-20260923.md) and `data/curation.json`. Use `get_screen` with `imageIndex`\nto inspect additional screenshots.\n\nWith the pinned research library installed, the one library holds 349 references: 131 app screens (these 85 and\n46 operator-supplied app UI concept samples), 117 store screenshot campaigns, 49 paywalls, 41 websites, 2 web apps\nand 9 admin panels, with 1,086 ordered frames installed. The onboarding surface holds no frames and keeps its\nrecorded missing-frame evidence (1,289 entries), and the app icon surface holds no references until the operator's\nfirst icon release. See [reference libraries](#reference-libraries).\n\nStyle comes only from this library: the packaged catalog and the research library. Every served reference is\n`style-eligible` on any surface, including icons, store campaigns and web surfaces; the client inspects it and\nadapts its visual language (typography, colour, materials, imagery treatment, density, component finish) to the\nproduct, never tracing a layout or reusing artwork. Kept references are not ranked against each other: relevance\nand fit order them. Anything outside the library, including `discover` links, web search and other apps, is\n`functional-only`: icon, screenshot and feature ideas, never style. The library always answers; where no\nsame-domain app exists, `recommend` returns its closest fit. References stay within their runtime: a web surface\ndraws from its own surface first, then labelled sibling web surfaces, and receives mobile references, labelled\ncross-runtime, for their visual language and never a phone layout, while no web reference is installed.\n\nThe bundled JSON catalog includes source URLs, creator or publisher attribution, provenance and verification\ndates. Individual records distinguish source evidence from editorial tags and adaptation suggestions.\nApple awards identify the year and whether each entry won or was a finalist. Game references are tagged.\nApp references, component patterns, official samples and directory links carry distinct `kind` values where applicable.\n\n```sh\nappinspire-mcp stats\nappinspire-mcp search \"travel itinerary\"\n```\n\nThe library is a curated snapshot, not an exhaustive ranking of every app. Search is lexical, similarity uses tags,\nand recommendations match the brief's own subject terms and each screen's pattern; a category word only reorders\nthem, and the closest library fit always completes the list. The server ships no design tokens and serves no palette\ntaken from a source; a web record's `measuredColor` holds only colour relationships sampled from the supplied pixels\n(hue families, luminance and balance), and its colour names are inferred. `discover` provides outside search links\nfor icon, screenshot and feature ideas, never style; it does not pretend to fetch fresh results. Source previews can\nbe covers or collages, and publishers may block automated access or change URLs. When preview loading fails, the\ntool returns the original link and an explicit reason.\n\n[Community collection notes](docs/community-sources.md) and [award collection notes](docs/award-sources.md)\ndocument coverage and repeatable collection commands. Full third-party galleries may require their own account.\nNo access controls are bypassed, and third-party image assets are not bundled in the npm package.\n\n## Development and verification\n\n```sh\nnpm ci\nnpm test\nnpm run check\nnpm run test:live\nnpm pack --dry-run\n```\n\nTests exercise catalog retrieval, design guidance, isolated client installation and the actual MCP stdio\nprotocol. The live check separately reports public preview availability. It is intentionally excluded from\noffline CI because publisher availability is outside this package's control.\n\nPlans and task specifications live in `docs/plans/`; `package.json` excludes them from the npm package, and\n`test/package-files.test.mjs` checks the packed file list.\n\nLocal demos generated through the installed clients belong in gitignored `demo/codex` and `demo/claude`.\nRendered screenshots and interaction evidence stay with their demos; task logs stay in `.artifacts/`.\nThe motion demonstration directories are `demo/codex/kinetic` (Tempo) and\n`demo/claude/kinetic` (Lilt), each covering app UI, onboarding and a paywall; web demos belong in\n`demo/codex/web` and `demo/claude/web`. Existing demos stay intact.\nTheir local verification reports record the rendered and reduced-motion checks actually performed.\n\nRelease through [GitHub Actions](.github/workflows/publish.yml) after the Node 22/24 verification jobs pass.\nSee [publishing](docs/publishing.md) for npm trusted publishing and bootstrap authentication requirements.\n\nThe [app-robot integration review][integration-review] describes factory wiring,\ndesign guidance ownership and the verification needed before migrating existing instructions.\n\n[integration-review]:\n  https://github.com/gowalk-public/appinspire-mcp/blob/codex/build-appinspire/docs/app-robot-integration-review.md\n\n## Attribution\n\nIndependent implementation inspired by inspo-mcp; no implementation code was copied.\nPackage code and original mechanics recipes are MIT licensed. Reference artwork, app names and trademarks belong\nto their creators. Adapt their visual language in original work; this index grants no reuse rights to source\nassets. The separately attributed LottieFiles motion-design skill is vendored unmodified in the source repository\nunder its MIT license, and the served appinspire edition is a modified, attributed version under the same license.\nSee [motion](docs/motion.md) for the offline skill edition and implementation workflow.\nSee [NOTICE](NOTICE) and each reference's attribution.\n","readmeFilename":"README.md"}