AIBase
EN
Explore
Gplay Reviews MCP Server
G

Gplay Reviews MCP Server

A Google Play Store review analysis server based on the Model Context Protocol (MCP), providing functions such as review query, keyword search, reply management, and automated analysis.
Developer toolsCustomer support#Review analysis#App store#MCP service#Data query Local.TypeScript
2 points
8.4K
Open Site

Overview

Installation

Tools List

Content Details

Alternatives

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 Filtering
Filter reviews by rating, date range, language, and device type to find exactly what you need
Advanced Search
Search review text for specific keywords or phrases across all your apps
Review Replies
Post and manage responses to user reviews directly through the interface
Automated Analytics
Get automatic insights about review sentiment and emerging trends
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
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 Feedback
Regularly check 5-star reviews to understand what users love about your app
Identifying Common Issues
Find frequently mentioned problems in low-rated reviews
Customer Support Response
Quickly 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

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "GPlay Reviews": {
      "command": "node",
      "args": ["/path/to/GPlay_reviews_MCP_server/dist/index.js"],
      "env": {
        "GOOGLE_PLAY_CREDENTIALS_PATH": "/path/to/credentials.json",
        "LOG_LEVEL": "info",
        "STORAGE_DIR": "data",
        "USE_MOCK_DATA": "false"
      },
      "disabled": false,
      "autoApprove": [
        "get_reviews",
        "search_reviews",
        "post_reply"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

C
Claude Context
Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.
TypeScript
9.4K
5 points
A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
10.5K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
7.6K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
8.9K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
12.4K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
8.9K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
10.2K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
12.3K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
16.8K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
28.2K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
18.0K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
56.7K
4.3 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
52.3K
4.5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
24.0K
5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
37.6K
4.8 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
78.3K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2025AIBase