google-play-mcp

Enables semantic and keyword-based search across the Google Play Store catalog via MCP protocol, returning structured app metadata including ratings, reviews, pricing, and installation counts. Implements a standardized tool interface that LLM agents can invoke to discover apps matching user queries without requiring direct API credentials or authentication handling by the client application.

Parses and structures raw Google Play Store app data into standardized fields (title, description, rating, review count, price, category, developer, permissions, screenshots, etc.) for downstream consumption by agents or applications. Uses MCP's resource-based response format to deliver consistent, queryable metadata that agents can reason over without additional parsing or normalization steps.

Supports filtering and sorting app search results by multiple criteria (rating threshold, price range, minimum install count, category, language support, developer reputation) and returns ranked results based on relevance, popularity, or user-defined scoring. Implements filtering logic server-side to reduce data transfer and enable agents to narrow results before processing.

Retrieves and aggregates user reviews for apps, including review text, ratings, and metadata (reviewer name, review date, helpful votes). May include basic sentiment classification or summary statistics to help agents understand user sentiment without reading individual reviews. Implements pagination to handle apps with thousands of reviews.

Provides access to Google Play Store's app categories and subcategories, enabling agents to explore the app ecosystem by category hierarchy. Implements a browsable taxonomy that agents can traverse to discover categories or filter searches by category constraints. Returns category metadata including app counts, popularity, and subcategory relationships.

Retrieves information about app developers including their profile, contact information, published apps, and developer reputation metrics. Enables agents to understand developer context and discover related apps from the same publisher. Implements caching to avoid redundant developer lookups across multiple app queries.

Retrieves version history and changelogs for apps, including release dates, version numbers, and update descriptions. Enables agents to understand app evolution, identify recent changes, and assess update frequency. Implements changelog parsing to extract structured information about bug fixes, features, and improvements.

Retrieves app permissions (requested Android/iOS permissions), privacy policy text, and data handling practices. Enables security-focused agents to assess privacy risks and understand what data apps access. Implements permission categorization (dangerous, normal, signature) to help agents identify high-risk permissions.