Lumi MCP Server

Lumi App Finder MCP

Lumi App Finder gives AI assistants one read-only tool for matching a user's task or buyer need to a verified live Lumi Studio iOS app.

It covers 28 apps × all 50 Apple locales. Every result includes editorially localized context, the purchase model, a detailed guide, and a direct App Store link for the matching storefront.

Hosts that support the stable MCP Apps extension render the matches as interactive, localized cards with one-click App Store and guide actions. Other hosts receive the same complete text and structured-data fallback.

First-party disclosure: Lumi Studio develops every listed app. Results are transparent publisher-authored text matches, not measured search volume, independent rankings, reviews, or user endorsements.

Tool

find_ios_apps

Inputs:

• query — task, app name, or buyer need in any supported language.
• locale — one of Apple's 50 supported locale codes; defaults to en-US.
• limit — 1–10 matches; defaults to 5.

The server reads the current public catalog when online and falls back to the bundled 1,400-record snapshot. User query text never leaves the local MCP process.

Install

Find io.github.alice51849/lumi-app-finder in clients or registries that use the official MCP Registry, or install the lumi-app-finder.mcpb asset from the latest GitHub release.

The MCPB uses Node's stdio transport and needs no account, API key, external UI runtime, or manual configuration.

50-locale coverage

ar-SA, bn-BD, ca, cs, da, de-DE, el, en-AU, en-CA, en-GB, en-US, es-ES, es-MX, fi, fr-CA, fr-FR, gu-IN, he, hi, hr, hu, id, it, ja, kn-IN, ko, ml-IN, mr-IN, ms, nl-NL, no, or-IN, pa-IN, pl, pt-BR, pt-PT, ro, ru, sk, sl-SI, sv, ta-IN, te-IN, th, tr, uk, ur-PK, vi, zh-Hans, zh-Hant.

MCPB display metadata and the catalog output both use these localized resources.

Development

npm ci
npm run build:ui
npm test
npm run validate
npm run pack:mcpb

Refresh the bundled catalog and 50 locale resources from the public ios-app-guide source:

npm run sync:catalog

Version tags publish the bundle as a GitHub release and register it through GitHub OIDC, without long-lived registry credentials.

Privacy

See PRIVACY.md. The tool has no analytics or tracking, and never sends user queries to the catalog host.

License

MIT. Third-party language-data notices are in THIRD_PARTY_NOTICES.txt; bundled MCP App library licenses are in MCP_APP_NOTICES.txt.