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google-ads-transparency-mcp

by block-town
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Python
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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

    A4.1/5.0

    Scored across 8 tools

    Disambiguation4/5

    Most tools target a distinct operation: searching advertisers, fetching ads, comparing domains, summarizing, and downloading creatives. The main overlap is get_ads vs get_ad_detail (both return decoded ad content) and search_advertiser_by_domain vs compare_advertisers (both do domain lookups), but the descriptions sufficiently distinguish single vs batch and list vs individual.

    Naming Consistency4/5

    The set mostly follows verb_noun snake_case (get_ads, search_advertisers, compare_advertisers, fetch_ad_creative, download_ad_creatives). It is marred by 'advertiser_summary' (noun-style instead of summarize_advertiser) and inconsistent singular/plural in search_advertiser_by_domain vs search_advertisers, but these are minor.

    Tool Count5/5

    8 tools is well-scoped for a Google Ads transparency server; there is no redundancy extreme and each tool earns its place. This falls comfortably in the ideal range for a domain-specific server.

    Completeness4/5

    The surface covers the main user journeys: find an advertiser (keyword/domain/batch compare), inspect their ads (list/detail/summary), and download creatives (single/bulk). Minor gaps like pagination beyond count or filtering ads by date/format exist, but agents can accomplish the core transparency-research tasks without dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessSlow

    Resources