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App Market Intelligence MCP

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription
app-store-search

Search for apps on the App Store. Returns a list of apps with the following fields:

  • id: App Store ID number
  • appId: Bundle ID (e.g. 'com.company.app')
  • title: App name
  • icon: Icon image URL
  • url: App Store URL
  • price: Price in USD
  • currency: Price currency code
  • free: Boolean indicating if app is free
  • description: App description
  • developer: Developer name
  • developerUrl: Developer's App Store URL
  • developerId: Developer's ID
  • genre: App category name
  • genreId: Category ID
  • released: Release date (ISO string)
app-store-details

Get detailed information about an App Store app. Returns an object with:

  • id: App Store ID number
  • appId: Bundle ID (e.g. 'com.company.app')
  • title: App name
  • url: App Store URL
  • description: Full app description
  • icon: Icon URL
  • genres: Array of category names
  • genreIds: Array of category IDs
  • primaryGenre: Main category name
  • primaryGenreId: Main category ID
  • contentRating: Content rating (e.g. '4+')
  • languages: Array of language codes
  • size: App size in bytes
  • requiredOsVersion: Minimum iOS version required
  • released: Initial release date (ISO string)
  • updated: Last update date (ISO string)
  • releaseNotes: Latest version changes
  • version: Current version string
  • price: Price in USD
  • currency: Price currency code
  • free: Boolean indicating if app is free
  • developerId: Developer's ID
  • developer: Developer name
  • developerUrl: Developer's App Store URL
  • developerWebsite: Developer's website URL if available
  • score: Current rating (0-5)
  • reviews: Total number of ratings
  • currentVersionScore: Current version rating (0-5)
  • currentVersionReviews: Current version review count
  • screenshots: Array of screenshot URLs
  • ipadScreenshots: Array of iPad screenshot URLs
  • appletvScreenshots: Array of Apple TV screenshot URLs
  • supportedDevices: Array of supported device IDs
  • ratings: Total number of ratings (when ratings option enabled)
  • histogram: Rating distribution by star level (when ratings option enabled)
app-store-reviews

Get reviews for an App Store app. Returns an array of reviews with:

  • id: Review ID
  • userName: Reviewer's name
  • userUrl: Reviewer's profile URL
  • version: App version reviewed
  • score: Rating (1-5)
  • title: Review title
  • text: Review content
  • url: Review URL
  • updated: Review date (ISO string)
app-store-similar

Get similar apps ('customers also bought') from the App Store. Returns a list of apps with:

  • id: App Store ID number
  • appId: Bundle ID (e.g. 'com.company.app')
  • title: App name
  • icon: Icon image URL
  • url: App Store URL
  • price: Price in USD
  • currency: Price currency code
  • free: Boolean indicating if app is free
  • description: App description
  • developer: Developer name
  • developerUrl: Developer's App Store URL
  • developerId: Developer's ID
  • genre: App category name
  • genreId: Category ID
  • released: Release date (ISO string)
app-store-developer

Get apps by a developer on the App Store. Returns a list of apps with:

  • id: App Store ID number
  • appId: Bundle ID (e.g. 'com.company.app')
  • title: App name
  • icon: Icon image URL
  • url: App Store URL
  • price: Price in USD
  • currency: Price currency code
  • free: Boolean indicating if app is free
  • description: App description
  • developer: Developer name
  • developerUrl: Developer's App Store URL
  • developerId: Developer's ID
  • genre: App category name
  • genreId: Category ID
  • released: Release date (ISO string)
app-store-suggest

Get search suggestions from the App Store. Returns an array of objects with:

  • term: Suggested search term Each suggestion has a priority from 0 (low traffic) to 10000 (most searched)
app-store-ratings

Get ratings for an App Store app. Returns an object with:

  • ratings: Total number of ratings
  • histogram: Distribution of ratings by star level (1-5)
app-store-version-history

Get version history for an App Store app. Returns an array of versions with:

  • versionDisplay: Version number string
  • releaseNotes: Update description
  • releaseDate: Release date (YYYY-MM-DD)
  • releaseTimestamp: Release date and time (ISO string)
app-store-privacy

Get privacy details for an App Store app. Returns an object with:

  • managePrivacyChoicesUrl: URL to manage privacy choices (if available)
  • privacyTypes: Array of privacy data types, each containing:
    • privacyType: Name of the privacy category
    • identifier: Unique identifier for the privacy type
    • description: Detailed description of how data is used
    • dataCategories: Array of data categories, each containing:
      • dataCategory: Category name
      • identifier: Category identifier
      • dataTypes: Array of specific data types collected
    • purposes: Array of purposes for data collection Note: Currently only available for US App Store.
app-store-list

Get apps from iTunes collections. Returns a list of apps with:

  • id: App Store ID number
  • appId: Bundle ID (e.g. 'com.company.app')
  • title: App name
  • icon: Icon image URL
  • url: App Store URL
  • price: Price in USD
  • currency: Price currency code
  • free: Boolean indicating if app is free
  • description: App description
  • developer: Developer name
  • developerUrl: Developer's App Store URL
  • developerId: Developer's ID
  • genre: App category name
  • genreId: Category ID
  • released: Release date (ISO string)
google-play-search

Search for apps on Google Play. Returns a list of apps with:

  • title: App name
  • appId: Package name (e.g. 'com.company.app')
  • url: Play Store URL
  • icon: Icon image URL
  • developer: Developer name
  • developerId: Developer ID
  • priceText: Price display text
  • free: Boolean indicating if app is free
  • summary: Short description
  • scoreText: Rating display text
  • score: Rating (0-5)
google-play-details

Get detailed information about a Google Play app. Returns an object with:

  • title: App name
  • description: Full app description
  • descriptionHTML: Description with HTML formatting
  • summary: Short description
  • installs: Install count range
  • minInstalls: Minimum install count
  • maxInstalls: Maximum install count
  • score: Average rating (0-5)
  • scoreText: Rating display text
  • ratings: Total number of ratings
  • reviews: Total number of reviews
  • histogram: Rating distribution by star level
  • price: Price in local currency
  • free: Boolean indicating if app is free
  • currency: Price currency code
  • priceText: Formatted price string
  • offersIAP: Boolean indicating in-app purchases
  • IAPRange: Price range for in-app purchases
  • androidVersion: Minimum Android version required
  • androidVersionText: Formatted Android version text
  • developer: Developer name
  • developerId: Developer ID
  • developerEmail: Developer contact email
  • developerWebsite: Developer website URL
  • developerAddress: Developer physical address
  • genre: App category
  • genreId: Category ID
  • icon: Icon URL
  • headerImage: Feature graphic URL
  • screenshots: Array of screenshot URLs
  • contentRating: Content rating (e.g. 'Everyone')
  • contentRatingDescription: Content rating details
  • adSupported: Boolean indicating if app shows ads
  • released: Release date
  • updated: Last update date
  • version: Current version string
  • recentChanges: Latest version changes
  • preregister: Boolean indicating if app is in pre-registration
  • editorsChoice: Boolean indicating Editor's Choice status
  • features: Array of special features
google-play-reviews

Get reviews for a Google Play app. Returns an array of reviews with:

  • id: Review ID string
  • userName: Reviewer's name
  • userImage: Reviewer's profile image URL
  • date: Review date (ISO string)
  • score: Rating (1-5)
  • scoreText: Rating display text
  • title: Review title
  • text: Review content
  • url: Review URL
  • version: App version reviewed
  • thumbsUp: Number of thumbs up votes
  • replyDate: Developer reply date (if any)
  • replyText: Developer reply content (if any)
  • criterias: Array of rating criteria (if any)

Note: Reviews are returned in the specified language. The total review count shown in Google Play refers to ratings, not written reviews.

google-play-similar

Get similar apps from Google Play. Returns a list of apps with:

  • url: Play Store URL
  • appId: Package name (e.g. 'com.company.app')
  • summary: Short description
  • developer: Developer name
  • developerId: Developer ID
  • icon: Icon image URL
  • score: Rating (0-5)
  • scoreText: Rating display text
  • priceText: Price display text
  • free: Boolean indicating if app is free
google-play-developer

Get apps by a developer on Google Play. Returns a list of apps with:

  • url: Play Store URL
  • appId: Package name (e.g. 'com.company.app')
  • title: App name
  • summary: Short app description
  • developer: Developer name
  • developerId: Developer ID
  • icon: Icon image URL
  • score: Rating (0-5)
  • scoreText: Rating display text
  • priceText: Price display text
  • free: Boolean indicating if app is free
google-play-suggest

Get search suggestions from Google Play. Returns an array of suggested search terms (up to 5). Sample response: ['panda pop', 'panda', 'panda games', 'panda run', 'panda pop for free']

google-play-permissions

Get permissions required by a Google Play app. Returns a list of permissions with:

  • permission: Description of the permission (e.g., 'modify storage contents')
  • type: Permission category (e.g., 'Storage', 'Network')

When short=true, returns just an array of permission strings. Note: Permissions are returned in the specified language.

google-play-datasafety

Get data safety information for a Google Play app. Returns an object with:

  • dataShared: Array of shared data items, each containing:
    • data: Name of the data being shared (e.g., 'User IDs')
    • optional: Boolean indicating if sharing is optional
    • purpose: Comma-separated list of purposes (e.g., 'Analytics, Marketing')
    • type: Category of data (e.g., 'Personal info')
  • dataCollected: Array of collected data items with same structure as dataShared
  • securityPractices: Array of security practices, each containing:
    • practice: Name of the security practice
    • description: Detailed description of the practice
  • privacyPolicyUrl: URL to the app's privacy policy

Data types can include: Personal info, Financial info, Messages, Contacts, App activity, App info and performance, Device or other IDs

google-play-categories

Get list of all Google Play categories. Returns an array of category identifiers like:

  • 'APPLICATION': All applications
  • 'GAME': All games
  • 'ANDROID_WEAR': Wear OS apps
  • 'SOCIAL': Social apps
  • 'PRODUCTIVITY': Productivity apps etc.

These category IDs can be used with the google-play-list tool to filter apps by category. Sample response: ['AUTO_AND_VEHICLES', 'LIBRARIES_AND_DEMO', 'LIFESTYLE', ...]

google-play-list

Get apps from Google Play collections. Returns a list of apps with:

  • url: Play Store URL
  • appId: Package name (e.g., 'com.company.app')
  • title: App name
  • summary: Short description
  • developer: Developer name
  • developerId: Developer ID
  • icon: Icon URL
  • score: Rating (0-5)
  • scoreText: Rating display text
  • priceText: Price display text
  • free: Boolean indicating if app is free

When fullDetail is true, includes all fields from app details endpoint.

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