# Lumi App Finder (mcpb · lumi-app-finder.mcpb)

Find Lumi Studio iOS apps by task across all 50 Apple locales, with direct App Store links.

- Trust score: 55/100 (low)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- mcpb · `lumi-app-finder.mcpb`: 55/100 (this document), [markdown](https://verifymcp.io/servers/alice51849-lumi-app-finder/https-github-com-alice51849-lumi-mcp-releases-download-v1-3-0-lumi-app-finder-mc.md), [page](https://verifymcp.io/servers/alice51849-lumi-app-finder/https-github-com-alice51849-lumi-mcp-releases-download-v1-3-0-lumi-app-finder-mc)
- oci · `ghcr.io/alice51849/lumi-app-finder:1.3.0`: 51/100, [markdown](https://verifymcp.io/servers/alice51849-lumi-app-finder/ghcr-io-alice51849-lumi-app-finder-1-3-0.md), [page](https://verifymcp.io/servers/alice51849-lumi-app-finder/ghcr-io-alice51849-lumi-app-finder-1-3-0)

## Channel facts

- Registry: `mcpb`
- Package: `https://github.com/alice51849/lumi-mcp/releases/download/v1.3.0/lumi-app-finder.mcpb`
- Version: `1.3.0`
- Transport: `stdio`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-20.

- **Supply Chain Security**: 13/100
  - Malware scan not yet available for this package.
  - Known CVEs could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.
  - No install/post-install scripts declared.
  - Dependency health could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.
- **Provenance & Transparency**: 48/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 22 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 153 tokens (~153/item across 1 items; 1 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 77/100
  - Stability observed for 23 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 2 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

- Download bundle: `https://github.com/alice51849/lumi-mcp/releases/download/v1.3.0/lumi-app-finder.mcpb`

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-20 (score 55, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-17 (score 54, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-15 (score 53, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-13 (score 52, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-11 (score 51, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-09 (score 50, +1)

No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 49, +1)

No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-05 (score 48, +4)

- [functional improvement] Stability: unverified → 0.27

## MCP tools (1)

### `find_ios_apps` (~112 tokens)

Find matching iOS apps

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.

Input parameters:

- `limit` (integer): Maximum number of text-relevance matches.
- `locale` (string): Apple locale for localized context and the matching storefront.
- `query` (string, required): The task, app name, or buyer need, in any supported language.

Output parameters:

- `catalog_content_digest` (string)
- `catalog_date_modified` (string)
- `catalog_record_count` (integer)
- `catalog_source` (string)
- `catalog_source_url` (string)
- `disclosure` (string)
- `locale` (string)
- `non_measured_disclosure` (string)
- `query` (string)
- `results` (array)

## Diagnostics

Captured diagnostic sections: Provenance. The full working is on the page: https://verifymcp.io/servers/alice51849-lumi-app-finder/https-github-com-alice51849-lumi-mcp-releases-download-v1-3-0-lumi-app-finder-mc#diagnostics

## Score history

- 2026-09-20: 55
- 2026-09-19: 54
- 2026-09-18: 54
- 2026-09-17: 54
- 2026-09-16: 53
- 2026-09-15: 53
- 2026-09-14: 52
- 2026-09-13: 52
- 2026-09-12: 51
- 2026-09-11: 51
- 2026-09-10: 50
- 2026-09-09: 50
- 2026-09-08: 49
- 2026-09-07: 49
- 2026-09-06: 48
- 2026-09-05: 48
- 2026-09-04: 44
- 2026-09-03: 44
- 2026-09-02: 44
- 2026-09-01: 44
- 2026-08-31: 44
- 2026-08-30: 44
- 2026-08-29: 44
- 2026-08-28: 44

## Common questions

### What is the Lumi App Finder MCP server?

Lumi App Finder is an MCP server listed in the public MCP registry as io.github.alice51849/lumi-app-finder. Find Lumi Studio iOS apps by task across all 50 Apple locales, with direct App Store links. This page covers its MCPB bundle (https://github.com/alice51849/lumi-mcp/releases/download/v1.3.0/lumi-app-finder.mcpb).

### Is the Lumi App Finder MCP server safe to use?

Lumi App Finder scores 55 out of 100 on VerifyMCP. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Lumi App Finder MCP server expose?

Lumi App Finder exposes 1 tool: find_ios_apps. Their descriptions and schemas cost roughly 112 tokens of context every time the server is loaded.

### What licence is the Lumi App Finder MCP server under?

Lumi App Finder declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- Repository: https://github.com/alice51849/lumi-mcp
- Website: https://alice51849.github.io/ios-app-guide/
- Changelog RSS feed: https://verifymcp.io/servers/alice51849-lumi-app-finder/https-github-com-alice51849-lumi-mcp-releases-download-v1-3-0-lumi-app-finder-mc.xml
- Changelog JSON feed: https://verifymcp.io/servers/alice51849-lumi-app-finder/https-github-com-alice51849-lumi-mcp-releases-download-v1-3-0-lumi-app-finder-mc.json
- HTML version of this page: https://verifymcp.io/servers/alice51849-lumi-app-finder/https-github-com-alice51849-lumi-mcp-releases-download-v1-3-0-lumi-app-finder-mc