# App Store Scraper

> Use this tool when you need to extract comprehensive app data from the App Store and Google Play Store, including metadata, reviews, and rankings. It solves problems related to competitive app analysis, market research, and App Store Optimization (ASO) strategy development by providing programmatic access to app ecosystem data. The tool takes query inputs and returns detailed app information, enabling AI assistants to make data-driven decisions and insights.

Canonical page: https://skillsregistry.net/skills/appstore  
JSON: https://api.skillsregistry.net/v1/skills/appstore

## Description

MCP server for App Store and Google Play Store data scraping, providing AI assistants with access to app metadata, reviews, rankings, and ASO (App Store Optimization) insights through integrated scraper libraries. Built using JavaScript with the Model Context Protocol SDK, the implementation leverages app-store-scraper, google-play-scraper, and aso libraries to extract comprehensive app information including developer details, ratings, download counts, version history, and user reviews from both iOS App Store and Google Play Store. The server enables use cases like competitive app analysis, market research, review sentiment analysis, and ASO strategy development by providing programmatic access to mobile app ecosystem data that would otherwise require manual collection or expensive third-party services.

## Trust

- **Trust score (0–1):** 0.51
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/appstore)
- **Repository:** <https://github.com/appreply-co/mcp-appstore>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "appstore"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/appstore` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/appstore/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt