Atlas / MCP servers / jiantaofu / AppInsight

AppInsightSAFE

mcp/jiantaofu/appinsight
Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
20 20r · 0w · 0d
Transport
stdio
License
MIT
Stars
26
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://mseep.ai/app/jiantaofu-appinsightmcp)

An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store. Get insights about apps, market trends, competitors, and user feedback across the major mobile app marketplaces.

API Coverage

App Store API Coverage

Google Play API Coverage

Read from source at commit 41eeff9c31bdOBSERVED · 2026-10-09
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02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add app-insight-mcp -- npx -y @jeromyfu/[email protected]
claude-desktop
{
  "mcpServers": {
    "app-insight-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@jeromyfu/[email protected]"
      ]
    }
  }
}
03

Exposed tools (20)

20 read · 0 write · 0 destructive.

ToolRiskDescription
app-store-detailsreadGet detailed information about an App Store app. Returns an object with:\n
app-store-developerreadGet apps by a developer on the App Store. Returns a list of apps with:\n
app-store-listreadGet apps from iTunes collections. Returns a list of apps with:\n
app-store-privacyreadGet privacy details for an App Store app. Returns an object with:\n
app-store-ratingsreadGet ratings for an App Store app. Returns an object with:\n
app-store-reviewsreadGet reviews for an App Store app. Returns an array of reviews with:\n
app-store-searchreadSearch for apps on the App Store. Returns a list of apps with the following fields:\n
app-store-similarreadGet similar apps (
app-store-suggestreadGet search suggestions from the App Store. Returns an array of objects with:\n
app-store-version-historyreadGet version history for an App Store app. Returns an array of versions with:\n
google-play-categoriesreadGet list of all Google Play categories. Returns an array of category identifiers like:\n
google-play-datasafetyreadGet data safety information for a Google Play app. Returns an object with:\n
google-play-detailsreadGet detailed information about a Google Play app. Returns an object with:\n
google-play-developerreadGet apps by a developer on Google Play. Returns a list of apps with:\n
google-play-listreadGet apps from Google Play collections. Returns a list of apps with:\n
google-play-permissionsreadGet permissions required by a Google Play app. Returns a list of permissions with:\n
google-play-reviewsreadGet reviews for a Google Play app. Returns an array of reviews with:\n
google-play-searchreadSearch for apps on Google Play. Returns a list of apps with:\n
google-play-similarreadGet similar apps from Google Play. Returns a list of apps with:\n
google-play-suggestreadGet search suggestions from Google Play. Returns an array of suggested search terms (up to 5).\n
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (1)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, @jeromyfu/app-store-scraper, @jeromyfu/google-play-scraper, punycode, chai, mocha
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-09 · audit v0.4.1 · source sha 41eeff9c31bdfull audit observations/trust-audit/mcp-server/jiantaofu__appinsight.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-0941eeff9c31bdSAFEB89first audit
06

Questions

What tools does AppInsight expose?

20 in total: 20 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is AppInsight safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does AppInsight need?

No credential environment variables were found in its source, so it appears to need none.

How does AppInsight run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as @jeromyfu/app-insight-mcp at 1.0.8.

How current is this page?

The grade is for one exact copy of the source (41eeff9c31bd), read on 2026-10-09. The repository is watched and re-audited when it changes.

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