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.
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.
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, 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 test
npm run validate
npm run pack:mcpb
Refresh the bundled catalog and 50 locale resources from the public
ios-app-guide source:
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.