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App Market Intelligence MCP

App Market Intelligence MCP

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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

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

Deploy Server
A
security – no known vulnerabilities
F
license - not found
A
quality - confirmed to work

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store, enabling users to research apps, track market trends, study competitors, and understand user feedback across mobile marketplaces.

  1. API Coverage
    1. App Store API Coverage
    2. Google Play API Coverage
  2. Usage
    1. Usage Examples
      1. Test with MCP Inspector
        1. Test with mcp-cli
          1. Usage with Claude Desktop
            1. Installing via Smithery
            2. Docker
            3. NPX
          2. Build
            1. Error Handling
              1. Contributing
                1. License

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