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Lumi App Finder MCP server

by alice51849·io.github.alice51849/lumi-app-finder·v1.3.0
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Find Lumi Studio iOS apps by task across all 50 Apple locales, with direct App Store links.

B80/100grade B
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Safety scan
B80/100

full report

Adoption
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If you have run it, two minutes of your experience saves the next person an afternoon.

Lumi App Finder tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-30 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 31 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Lumi App Finder compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 70% of 2,174 E-commerce servers

Install Lumi App Finder in Claude Code, Cursor or VS Code

The registry entry has no remote endpoint or installable package.

What the publisher says

From the Lumi App Finder repository's README, as published. We do not edit it. Read it on GitHub

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 46 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.

Agent Skill

AI hosts that support the open Agent Skills specification can install the same 50-locale, first-party catalog as an offline, progressively loaded skill:

gh skill install alice51849/lumi-mcp lumi-app-finder --scope user

GitHub CLI 2.90 or newer installs to GitHub Copilot by default. Add --agent claude-code, --agent cursor, --agent codex, or --agent gemini-cli for another supported host. The installed skill reads only the requested locale's 46-record snapshot and requires no account, API key, network request, or executable script at runtime.

The version-pinned skill also works with the Vercel Skills CLI and its supported agents:

npx -y skills@1.5.19 add https://github.com/alice51849/lumi-mcp --skill lumi-app-finder -g -y

The third-party installer reports anonymous installation telemetry by default under the skills.sh CLI policy. The installed Lumi App Finder skill itself remains offline and contains no analytics.

The public skill is discoverable on its skills.sh directory page, which reads the same first-party SKILL.md from this repository.

Lumi App Finder is also listed in the independently maintained Awesome Skills directory, which links to the published skill files.

Tool

findiosapps

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 release snapshot is generated from the authoritative live publisher registry and rejected unless it contains exactly 46 unique App Store IDs × 50 Apple locales = 2,300 complete records. The runtime reads only that digest-verified bundled snapshot: it makes no network request, and 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 use a version-pinned installer:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Grade history

  • 2026-10-30downgradeA → Bscore 80

Lumi App Finder: common questions

Is Lumi App Finder MCP server safe?
Mostly: it is graded B (80/100). Read the Lumi App Finder safety report
Does Lumi App Finder need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Lumi App Finder maintained?
The last commit was 36 days ago (2026-09-29). The latest release is v1.3.0.
What can I use instead of Lumi App Finder?
Servers from other publishers that do the same job: Appstore Connect MCP server, Kagura Memory Cloud MCP server and ASOHawk MCP server.

Alternatives to Lumi App Finder

Same job from other publishers: the closest match first, then the best rated.

  • Appstore Connect
    MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
    A
  • Kagura Memory Cloud
    Persistent memory for AI assistants: store, search, and connect knowledge across conversations.
    A
  • ASOHawk
    ASO analytics and App Store optimization tools for indie iOS developers and AI agents.
    A
  • Apify
    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
    A
  • Mneme Memory
    Cross-session memory for AI coding agents via six tools; local-first SQLite store.
    A