MCP.Market

App Data MCP server

online · 100% uptime
by DataLeadsPRO·io.github.DataLeadsPRO/app-data·v1.0.0
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App intelligence across Google Play and the App Store: details, reviews, and search in one API.

A89/100grade A
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Safety scan
A89/100

full report

Adoption
New

0 stars

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

App Data tools (5)

write = sends, deletes, buys or posts
  • app_apple_detailsFree

    V1 App Apple Details

  • app_apple_reviewsFree

    V1 App Apple Reviews

  • app_apple_searchFree

    V1 App Apple Search

  • app_gplay_detailsFree

    V1 App Gplay Details

  • app_gplay_reviewsFree

    V1 App Gplay Reviews

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 775ms20/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 15 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 89/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How App Data compares

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

Safety score
89/100
higher than 87% of 2,174 E-commerce servers
Tools
5
the typical E-commerce server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote E-commerce server answers 100%
Response time
152 ms
faster than 76% of 1,527 E-commerce servers

What its tools let an agent do: 5 read

Install App Data in Claude Code, Cursor or VS Code

claude mcp add --transport http app-data https://data.dataleads.pro/mcp/app-data
Add to Cursor

What the publisher says

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

App Store & Google Play Data API

App intelligence across Google Play and the App Store: details, reviews, and search in one API.

Part of the DataLeads API suite (Data category). Requests render in a real browser with anti-bot handling and protected-page support built in - no proxies to manage, no infrastructure to run.

Endpoints

Quick start

curl -X POST https://data.dataleads.pro/v1/app/gplay/details \
  -H 'Content-Type: application/json' \
  -d '{"clientKey": "YOUR_CLIENT_KEY", "appId": "com.spotify.music"}'

Replace YOURCLIENTKEY with your key. Get one at https://data.dataleads.pro - free tier included.

MCP server

  • Remote (Streamable HTTP): https://data.dataleads.pro/mcp/app-data
  • Stdio (Docker): docker run -e DATALEADSAPIKEY=yourkey ghcr.io/dataleads/app-data-mcp:latest

Pricing

Full plan details at https://data.dataleads.pro.

License

MIT - see LICENSE.

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

App Data: common questions

Is App Data MCP server safe?
Yes, by our scan: it is graded A (89/100). Read the App Data safety report
How do I install App Data?
It runs remotely at data.dataleads.pro. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does App Data need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is App Data maintained?
The last commit was 48 days ago (2026-09-17). The latest release is v1.0.0.
Is App Data up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of App Data?
Servers from other publishers that do the same job: AsoBeast MCP server, Storeshots MCP server and Storelift MCP server.
How does App Data compare with other E-commerce MCP servers?
safety score 89/100 (higher than 87% of 2,174 E-commerce servers); tools 5 (the typical E-commerce server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to App Data

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

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    App Store and Google Play ASO: keyword rankings, competitors, reviews, audits and an action queue.
    A
  • Storeshots
    Render store-ready App Store and Google Play screenshots: device frames, headlines, exact sizes.
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  • Storelift
    App Store & Google Play keyword ranks, rivals, reviews and AI visibility. Free plan included.
    A
  • Apiguru Amazon Data
    Live Amazon product, review, search, deal, offer/stock and seller data across 23 marketplaces.
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  • Appstoreconnect
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