A
licenseB
qualityF
maintenanceAn MCP server to communicate with the App Store Connect API for iOS Developers
Last updated
25
141
329
MIT
App Market Intelligence MCP
by JiantaoFu
The App Market Intelligence MCP server provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store.
Search for apps across both stores using specific terms with filtering by country, language, price, and category
Get detailed app information including descriptions, pricing, developer details, technical specifications, screenshots, supported devices, content ratings, and installation statistics
Retrieve app reviews and ratings with distribution histograms, sorting and filtering options
Find similar apps based on user behavior and store recommendations
Access app collections and charts including top free/paid apps, new applications, and category-specific listings
Check privacy and data safety information for App Store apps and permissions required by Google Play apps
Access version history and update information with release notes for App Store apps
Explore developer portfolios to get all apps by a specific developer across both platforms
Get search suggestions to help refine app discovery queries
List categories for Google Play apps to understand market structure
Enables retrieval and analysis of Android application data, including top paid games and other Android-specific app metrics.
Provides comprehensive market intelligence from the Apple App Store, including detailed app information, app lists from iTunes collections, search functionality, developer apps, privacy details, search suggestions, similar apps, reviews, ratings, and version history.
Offers extensive market intelligence from the Google Play Store, including detailed app information, collection listings, search capabilities, developer apps, search suggestions, reviews, similar apps, permissions, data safety information, and category listings.
Enables retrieval and analysis of iOS application data, including top free applications and other iOS-specific app metrics.
Integrates with iTunes collections to retrieve and analyze apps available through the iTunes platform.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@App Market Intelligence MCPshow me top 10 free apps in the App Store"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 Function | Implemented | MCP Tool Name | Description |
app | ✅ | app-store-details | Get detailed information about an App Store app |
list | ✅ | app-store-list | Retrieve apps from iTunes collections |
search | ✅ | app-store-search | Search for apps on the App Store |
developer | ✅ | app-store-developer | Get apps by a developer |
privacy | ✅ | app-store-privacy | Get privacy details for an app |
suggest | ✅ | app-store-suggest | Get search suggestions |
similar | ✅ | app-store-similar | Get similar apps |
reviews | ✅ | app-store-reviews | Get app reviews |
ratings | ✅ | app-store-ratings | Get app ratings |
versionHistory | ✅ | app-store-version-history | Get app version history |
Google Play API Coverage
API Function | Implemented | MCP Tool Name | Description |
app | ✅ | google-play-details | Get detailed app information |
list | ✅ | google-play-list | Retrieve apps from collections |
search | ✅ | google-play-search | Search for apps |
developer | ✅ | google-play-developer | Get apps by developer |
suggest | ✅ | google-play-suggest | Get search suggestions |
reviews | ✅ | google-play-reviews | Get app reviews |
similar | ✅ | google-play-similar | Get similar apps |
permissions | ✅ | google-play-permissions | Get app permissions |
datasafety | ✅ | google-play-datasafety | Get data safety information |
categories | ✅ | google-play-categories | Get list of categories |
Related MCP server: mcp-appstore
Usage
Start the MCP server:
node src/server.jsThe 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
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 claudeDocker
{
"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:
Implementing missing features
Improving error handling
Adding more API capabilities
Enhancing documentation
License
MIT
Maintenance
–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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