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App Market Intelligence
MCPOfficialOpen Source46.3
by JiantaoFu • Analytics & Monitoring
An MCP server that aggregates and analyzes App Store and Google Play data to provide app insights, trends, competitor analysis, and user feedback.
Example Use Cases
- 1
Search and retrieve detailed app metadata from both the Apple App Store and Google Play to populate comparative reports.
- 2
Analyze user reviews, ratings, and version history to surface sentiment trends and common pain points for competitor apps.
- 3
Inspect app privacy, permissions, and data-safety information to assess compliance and risk across mobile marketplaces.
Description
This MCP server exposes tools that query both the Apple App Store and Google Play Store to fetch app details, lists, searches, developer catalogs, reviews, ratings, privacy/data-safety and permissions information. It is designed to power market intelligence workflows — enabling comparison of competitors, trend analysis, and deep dives into user feedback and version history. The server can be run locally (Node/Docker) and integrated with MCP clients like Claude Desktop for agent-driven automation and reporting.
Capabilities(20 total)
Tools (20)
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)
term:string*num:numberpage:numbercountry:stringlang:stringidsOnly:boolean
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)
id:numberappId:stringcountry:stringlang:stringratings:boolean
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)
id:numberappId:stringcountry:stringpage:numbersort: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)
id:numberappId: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)
devId:string*country:stringlang:string
Quick Actions
Security
Scanned 1 month(s) agoRisk Level
MINIMAL
Read-only data retrieval, no side effects
Trust Score
C50/100
4/17 checks passed
Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.
Quick Stats
Service TypeMCP
Pricing ModelFree
Capabilities20 Tools / 0 Prompts / 0 Resources
OwnerJiantaoFu
CategoryAnalytics & Monitoring
DependenciesStandalone
Tags
App AnalyticsReview AnalysisSentiment TrendsPrivacy Compliance