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Glama
MiguelAlvRed

Store Scraper MCP

by MiguelAlvRed

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
appC

Get detailed information about an app by ID or bundleId

searchC

Search for apps in the App Store

listC

Get app rankings (top free, paid, or grossing)

reviewsC

Get app reviews with pagination

ratingsC

Get app ratings distribution

developerC

Get all apps by a developer

similarC

Get apps similar to the specified app

privacyC

Get app privacy labels and data usage information

versionHistoryC

Get app version history with release notes

suggestC

Get search suggestions/autocomplete for a search term

gp_appB

[Google Play] Get detailed information about an app

gp_searchC

[Google Play] Search for apps

gp_listC

[Google Play] Get app rankings (top free, paid, grossing)

gp_reviewsC

[Google Play] Get app reviews with pagination

gp_developerC

[Google Play] Get all apps by a developer

gp_similarC

[Google Play] Get apps similar to the specified app

gp_permissionsC

[Google Play] Get app permissions

gp_datasafetyC

[Google Play] Get app data safety information

gp_categoriesB

[Google Play] Get list of available categories

gp_suggestC

[Google Play] Get search suggestions/autocomplete

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2.9/5.0

Scored across 20 tools

Disambiguation2/5

There is significant overlap between App Store and Google Play tools with unclear boundaries. For example, 'list' and 'gp_list' both get app rankings, 'developer' and 'gp_developer' both get apps by developer, and 'reviews' and 'gp_reviews' both get reviews with pagination. This creates ambiguity about when to use which tool, especially since the descriptions don't clarify the differences beyond platform indication.

Naming Consistency3/5

The naming is mixed but readable. Most tools use snake_case (e.g., 'gp_categories', 'versionHistory'), but there's inconsistency with 'versionHistory' using camelCase. The 'gp_' prefix for Google Play tools provides some structure, but the App Store tools lack a corresponding prefix, creating a naming asymmetry that reduces overall consistency.

Tool Count3/5

With 20 tools, the count is borderline high for a store scraper server. While covering two platforms (App Store and Google Play) justifies more tools, the duplication between platforms suggests the count could be optimized. It feels heavy but not extreme, as the domain scope is reasonably broad.

Completeness4/5

The tool set provides good coverage for app store scraping, including search, rankings, reviews, developer info, and metadata like privacy and permissions. Minor gaps exist, such as no explicit update or delete operations (which may not be needed for scraping), but agents can work around this. The surface supports core workflows for both platforms effectively.

Maintenance

ActivityInactive
ResponsivenessNo issues