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App Data MCP Server

Developer ToolsUse Caution1.5MCP RegistryLocalRemote
Free

Server data from the Official MCP Registry

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

About

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

Remote endpoints: streamable-http: https://data.dataleads.pro/mcp/app-data

Security Report

1.5
Use Caution1.5Critical Risk

This MCP server has critical authentication and credential handling vulnerabilities. The API key is transmitted in both the request body and Authorization header, creating redundancy and increasing exposure risk. More critically, the KEY environment variable defaults to an empty string with no validation, allowing the server to operate without authentication—any unauthenticated caller can invoke all tools and potentially access app data without proper credentials. The server lacks input validation on tool payloads and does not validate the API key before accepting requests. Supply chain analysis found 6 known vulnerabilities in dependencies (1 critical, 5 high severity).

3 files analyzed · 13 issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

Permissions Required

This plugin requests these system permissions. Most are normal for its category.

HTTP Network Access

Connects to external APIs or services over the internet.

env_vars

Check that this permission is expected for this type of plugin.

How to Install & Connect

Available as Local & Remote

This plugin can run on your machine or connect to a hosted endpoint. during install.

Documentation

View on GitHub

From the project's GitHub README.

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

MethodPathDescription
POST/app/gplay/detailsV1 App Gplay Details
POST/app/gplay/reviewsV1 App Gplay Reviews
POST/app/apple/searchV1 App Apple Search
POST/app/apple/detailsV1 App Apple Details
POST/app/apple/reviewsV1 App Apple Reviews

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 YOUR_CLIENT_KEY 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 DATALEADS_API_KEY=yourkey ghcr.io/dataleads/app-data-mcp:latest

Pricing

TierPriceRequests
Free$0500/mo
Starter$9/mo5,000
Pro$29/mo25,000
Business$99/mo100,000
Enterprisecustomcustom

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

License

MIT - see LICENSE.

Reviews

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