App Market Intelligence MCP

★ 24

from JiantaoFu

Analyze app data from the Apple App Store and Google Play Store for market intelligence and insights.

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

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

Test with MCP Inspector

npm run test:inspector

MCP Inspector

Test with mcp-cli

npx @wong2/mcp-cli npx -y "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

Copy & paste — that's it

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

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
  }
}

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"
      ]
    }
  }
}