appinsight (app store / play store).com
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AppInsight (App Store / Play Store)

Analyze data from both the Apple App Store and Google Play Store

Created byApr 23, 2025

App Market Intelligence MCP

[![smithery badge](https://smithery.ai/badge/@JiantaoFu/appinsightmcp)](https://smithery.ai/server/@JiantaoFu/appinsightmcp)
An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store. Get insights about apps, market trends, competitors, and user feedback across the major mobile app marketplaces.

API Coverage

App Store API Coverage

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Google Play API Coverage

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Usage

Start the MCP server:
The server exposes tools that can be used through any MCP client. For example, using Claude for Desktop, you can:
  • Search for apps across both stores
  • Get detailed app information
  • Read reviews and ratings
  • Find similar apps
  • Check app privacy and permissions
  • And more

Usage Examples

Test with MCP Inspector

![MCP Inspector](inspector.png)

Test with mcp-cli

Usage with Claude Desktop

Add this to your `claude_desktop_config.json`:

Installing via Smithery

To install App Market Intelligence for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@JiantaoFu/appinsightmcp):

Docker

NPX

Build

Docker build:

Error Handling

All tools include error handling and will return appropriate error messages if:
  • Required parameters are missing
  • API calls fail
  • Rate limits are hit
  • Invalid IDs or parameters are provided

Contributing

Feel free to contribute by:
  1. Implementing missing features
  1. Improving error handling
  1. Adding more API capabilities
  1. Enhancing documentation

License

MIT