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App Market Intelligence MCP

App Market Intelligence MCP

Public
JiantaoFu/AppInsightMCP

Provides comprehensive market intelligence by analyzing app data, trends, reviews, privacy, and permissions from both Apple App Store and Google Play Store through Model Context Protocol (MCP) APIs.

javascript
0 tools
May 30, 2025
Updated Jun 4, 2025

Supercharge Your AI with App Market Intelligence MCP

MCP Server

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App Market Intelligence MCP

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

API FunctionImplementedMCP Tool NameDescription
app✅app-store-detailsGet detailed information about an App Store app
list✅app-store-listRetrieve apps from iTunes collections
search✅app-store-searchSearch for apps on the App Store
developer✅app-store-developerGet apps by a developer
privacy✅app-store-privacyGet privacy details for an app
suggest✅app-store-suggestGet search suggestions
similar✅app-store-similarGet similar apps
reviews✅app-store-reviewsGet app reviews
ratings✅app-store-ratingsGet app ratings
versionHistory✅app-store-version-historyGet app version history

Google Play API Coverage

API FunctionImplementedMCP Tool NameDescription
app✅google-play-detailsGet detailed app information
list✅google-play-listRetrieve apps from collections
search✅google-play-searchSearch for apps
developer✅google-play-developerGet apps by developer
suggest✅google-play-suggestGet search suggestions
reviews✅google-play-reviewsGet app reviews
similar✅google-play-similarGet similar apps
permissions✅google-play-permissionsGet app permissions
datasafety✅google-play-datasafetyGet data safety information
categories✅google-play-categoriesGet list of categories

Usage

Start the MCP server:

node src/server.js

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

// Get top free iOS apps { "name": "app-store-list", "params": { "collection": "topfreeapplications", "num": 10 } } // Get top paid Android games { "name": "google-play-list", "params": { "collection": "TOP_PAID", "category": "GAME", "num": 10 } }

Test with MCP Inspector

npm run test:inspector

!MCP Inspector

Test with mcp-cli

npx @wong2/mcp-cli npx -y "app-insight-mcp"

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:

npx -y @smithery/cli install @JiantaoFu/appinsightmcp --client claude

Docker

{ "mcpServers": { "app-insight-mcp": { "command": "docker", "args": [ "run", "-i", "--rm", "app-insight-mcp" ] } } }

NPX

{ "mcpServers": { "app-insight-mcp": { "command": "npx", "args": [ "-y", "@jeromyfu/app-insight-mcp" ] } } }

Build

Docker build:

docker build -t app-insight-mcp -f Dockerfile .

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
  2. Improving error handling
  3. Adding more API capabilities
  4. Enhancing documentation

License

MIT

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