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MiguelAlvRed

Store Scraper MCP

by MiguelAlvRed
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JavaScript
Remote

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    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

    Resources