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Gplay Reviews MCP Server
What is GPlay Reviews MCP Server?
This service provides easy access to Google Play Store reviews through the Model Context Protocol (MCP). It allows app developers and analysts to retrieve, search, and respond to app reviews with powerful filtering and analytics capabilities.How to use this service?
Connect through any MCP client (like Claude AI), configure your Google Play API credentials, and start querying reviews with simple commands. No technical expertise required for basic operations.Ideal Use Cases
Perfect for app developers monitoring user feedback, customer support teams responding to reviews, and product managers analyzing user sentiment trends.Key Features
Smart Review FilteringFilter reviews by rating, date range, language, and device type to find exactly what you need
Advanced SearchSearch review text for specific keywords or phrases across all your apps
Review RepliesPost and manage responses to user reviews directly through the interface
Automated AnalyticsGet automatic insights about review sentiment and emerging trends
Pros and Cons
Advantages
Simple integration with existing MCP clients
No need to manually check Google Play Console
Powerful filtering saves hours of review analysis
All review data accessible through natural language queries
Limitations
Requires Google Play Developer account setup
Limited to apps you have developer access to
Advanced analytics require larger review volumes
Getting Started
Set Up Google Play API Access
Create a service account in Google Cloud Console and link it to your Play Developer account
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Configure Your MCP Client
Add the server configuration to your MCP client (like Claude AI) with your credentials path
Start Querying Reviews
Use simple commands to get, search, or reply to reviews
Example Use Cases
Monitoring Positive FeedbackRegularly check 5-star reviews to understand what users love about your app
Identifying Common IssuesFind frequently mentioned problems in low-rated reviews
Customer Support ResponseQuickly respond to user complaints with personalized messages
Frequently Asked Questions
What permissions does my Google service account need?
How frequently is review data updated?
Can I analyze reviews from multiple apps?
Is there a limit to how many reviews I can retrieve?
Helpful Resources
Google Play Developer API Documentation
Official documentation for the underlying API
MCP Protocol Overview
Learn more about the Model Context Protocol
Sample Configuration File
Download a complete configuration example
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