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Lumi App Finder

MCPB · LUMI-APP-FINDER.MCPB · SCANNED AUG 3

Find iOS apps by task across 29 live apps and 50 Apple locales, with direct App Store links.

−9 this week 41 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security13
  • Malware scan not yet available for this package.Unverified
  • CVE data not yet available for this package.Unverified
  • No install/post-install scripts declared.Pass
  • Dependency-health data not yet available.Unverified
Provenance & Transparency45
Schema Quality & AI Usability77
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 153 tokens (~153/item across 1 items; 1 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail

Unverified: 1 category

A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

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.

mcpb · lumi-app-finder.mcpb

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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.

  • 31 Jul 26 −9
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 +35
    • Tool coverage: unverified → 100 functional
    • First check of Schema quality: fail functional
    • First check of Schema quality: excellent functional
    • First check of Schema quality: pass functional
    • First check of Tool coverage: 100 functional
    • First check of Tool coverage: 100 functional
  • 26 Jul 26 15

    First indexed and scored.

    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
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 · Analysed mcpb/https://github.com/alice51849/lumi-mcp/releases/download/v1.1.3/lumi-app-finder.mcpb

Provenance none

Ecosystem: mcpb · Outcome: none

MCP tools — 1 exposed · ~112 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
find_ios_apps ~112

Search the transparent first-party Lumi Studio catalog for iPhone and iPad apps matching a task, app name, or buyer need. Returns editorially localized context, purchase model, detailed guide, and direct App Store links. Text relevance is not an independent ranking.

NameTypeReqDescription
limitintegerMaximum number of text-relevance matches.
localestringApple locale for localized context and the matching storefront.
querystringyesThe task, app name, or buyer need, in any supported language.
NameTypeReqDescription
catalog_date_modifiedstringyes
catalog_sourcestringyes
disclosurestringyes
localestringyes
non_measured_disclosurestringyes
querystringyes
resultsarrayyes

No examples provided.