Provides tools to scrape Apple App Store data, including app details, search, reviews, and similar apps.
Provides tools to scrape Google Play Store data, including app details, search, reviews, and similar apps.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@mcp-store-scraper Search for 'Signal' on Google Play"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP server that exposes Google Play and Apple App Store scraping as tools.
Add to your MCP client config (e.g. ~/.kiro/settings/mcp.json):
{
"mcpServers": {
"store-scraper": {
"command": "npx",
"args": ["-y", "mcp-store-scraper"],
"disabled": false,
"autoApprove": [
"gplay_app", "gplay_search", "gplay_reviews", "gplay_similar",
"appstore_app", "appstore_search", "appstore_reviews", "appstore_similar"
]
}
}
}Related MCP server: mcp-appstore
Tool | Description |
| Get app details by package name |
| Search apps |
| Get app reviews |
| Get similar apps |
Tool | Description |
| Get app details by bundle ID or numeric ID |
| Search apps |
| Get app reviews |
| Get similar apps |
This package is powered by two great open source libraries:
google-play-scraper by @facundoolano — scrapes app data from the Google Play Store
app-store-scraper by @facundoolano — scrapes app data from the Apple App Store
Get details of an app from Apple App Store
Inputs: id, lang, appId, country.
Get reviews of an app from Apple App Store
Inputs: id, page, sort, appId, +1 more.
Search apps on Apple App Store
Inputs: term (required), num, lang, country.
Get similar apps from Apple App Store
Inputs: id, appId, country.
Get details of an app from Google Play Store
Inputs: appId (required), lang, country.
Get reviews of an app from Google Play Store
Inputs: appId (required), num, lang, sort, +1 more.
Search apps on Google Play Store
Inputs: term (required), num, lang, country.
Get similar apps from Google Play Store
Inputs: appId (required), lang, country.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Scored across 8 tools
Each tool targets a distinct store and action, with clear prefixes (gplay_ vs appstore_) and specific purposes (search, app details, similar, reviews). There is no overlap or ambiguity between tools.
The naming follows a consistent prefix-plus-suffix pattern (store name + action). However, the suffixes are not all verbs (e.g., 'app' and 'reviews' are nouns), so it deviates slightly from a strict verb_noun convention.
With 8 tools total, split evenly between two app stores, the count is well-scoped for a store scraping purpose. Each tool serves a distinct function without redundancy.
The set covers core search, details, similar, and reviews for both major app stores. Minor gaps like top charts or category browsing are absent, but the essential scraping workflows are well covered.
Hosted iOS app intelligence and creative research MCP server.
Your agent needs app-store data — what an app looks like on the App Store and Google Play, what reviewers say, and what ranks for a search in a given country. **What you can ask for** • "What does this app's store listing look like, and how is it rated?" • "Pull recent reviews for this app and group the complaints." • "What apps rank for this search term in Japan?" • "List the top apps in this category on both stores." • "Compare this app's listing on iOS and Android." **How to use it** Point any MCP client at https://mcp.aisa.one/seo-apps/mcp and sign in with OAuth — there is no key to create or paste. 37 tools: Apple App Store and Google Play app info, app lists, category listings, reviews and store search results, in live and queued forms, with categories, languages and locations for each. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Read the store listing here, then ask the same agent what the app's website ranks for — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo/mcp for all of it at once — rankings, keywords, backlinks, site health and AI-answer visibility across DataForSEO, Semrush and Ahrefs.
Market data tools for the MCP ecosystem: server stats, events, search, leaderboards, package trends.
All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.
