App Store & Google Play Reviews Scraper API
RemoteAbout App Store & Google Play Reviews Scraper API
App Store & Google Play Reviews Scraper API is a hosted MCP server for collecting reviews from both app stores in a common format. It also provides complaint themes with quotes and competitor comparisons for AI agents.
Key features
- 01Reviews from both app stores in one format
- 02Complaint themes with supporting quotes
- 03Competitor app comparison
- 04Hosted on Apify
Use cases
- 01Compare user feedback across the two stores
- 02Identify recurring complaints with review quotes
- 03Compare an app's reviews with competitors
MCP support
A hosted MCP server on Apify, accessed over Streamable HTTP with an Apify API token. It exposes app review collection, complaint-theme and competitor-comparison capabilities.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://mcp.apify.com/?tools=byteblisk/app-reviews-insightsclaude mcp add --transport http byteblisk-app-reviews-insights https://mcp.apify.com/?tools=byteblisk/app-reviews-insights{"mcpServers":{"byteblisk-app-reviews-insights":{"type":"http","url":"https://mcp.apify.com/?tools=byteblisk/app-reviews-insights"}}}Open in Cursor{"servers":{"byteblisk-app-reviews-insights":{"type":"http","url":"https://mcp.apify.com/?tools=byteblisk/app-reviews-insights"}}}Open in VS Code{"mcpServers":{"byteblisk-app-reviews-insights":{"type":"http","url":"https://mcp.apify.com/?tools=byteblisk/app-reviews-insights"}}}{"mcpServers":{"byteblisk-app-reviews-insights":{"serverUrl":"https://mcp.apify.com/?tools=byteblisk/app-reviews-insights"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
https://mcp.apify.com/?tools=byteblisk/app-reviews-insightsAuth requiredTools
Details
From the project READMEbyteblisk MCP servers
Three hosted MCP servers for AI agents, running on Apify. Nothing to install: connect over Streamable HTTP with your Apify API token, and pay per use. Every tool states its cost, and failed calls are free.
| Server | What your agent gets | Store page | |
|---|---|---|---|
| Web Scraper & Crawler for RAG | Any page or whole site as clean Markdown or JSON, site maps, fields you describe in plain words | apify.com/byteblisk/sitereader | |
| App Store & Google Play Reviews | Reviews from both stores in one format, complaint themes with real quotes, competitor comparison | apify.com/byteblisk/app-reviews-insights | |
| Google Play Scraper & SERP Rank Checker | Google Play apps, reviews and search, top-100 rank on Google, Bing and Yandex | apify.com/byteblisk/google-play-search-toolkit |
Connect
Endpoints (Streamable HTTP, header Authorization: Bearer <YOUR_APIFY_TOKEN>):
https://byteblisk--sitereader.apify.actor/mcp
https://byteblisk--app-reviews-insights.apify.actor/mcp
https://byteblisk--google-play-search-toolkit.apify.actor/mcp
Claude Desktop, Cursor or any MCP client (mcp.json):
{
"mcpServers": {
"byteblisk-sitereader": {
"url": "https://byteblisk--sitereader.apify.actor/mcp",
"headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
},
"byteblisk-app-reviews": {
"url": "https://byteblisk--app-reviews-insights.apify.actor/mcp",
"headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
},
"byteblisk-google-play-search": {
"url": "https://byteblisk--google-play-search-toolkit.apify.actor/mcp",
"headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }
}
}
}
Get a token at console.apify.com/settings/integrations. Prices are on each Store page; Apify's free plan includes monthly credit to try them.
Support
Open an issue on the actor's Store page; we answer every one.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.