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mureo

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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

A3.6/5.0

Scored across 229 tools

Disambiguation2/5

The surface contains many adjacent diagnostic and reporting tools: google_ads_performance_analyze, google_ads_cost_increase_investigate, google_ads_campaigns_diagnose, google_ads_health_check_all, the google_ads_monitoring_* family, and budget/search-term/RSA analysis tools all answer overlapping questions. Meta's analysis_* tools and insights_* tools similarly blur boundaries, so an agent must often choose among near-equivalent composite reads.

Naming Consistency3/5

Most names are snake_case with platform prefixes (google_ads_, meta_ads_, search_console_) and follow a resource_action pattern. However, families such as analysis_*, mureo_*, rollback_*, and creative_studio_* break the pattern, and some names are noun-first or awkwardly doubled, like meta_ads_ads_list.

Tool Count1/5

229 tools is extreme, far beyond the 3-15 well-scoped range and well past the 50+ threshold. Even for a broad cross-platform ad-ops domain, many tools are thin wrappers around overlapping reports or state bookkeeping, making the surface difficult to navigate.

Completeness4/5

Coverage is broad across Google Ads, Meta Ads, Search Console, state/rollback, and creative workflows, with core CRUD and lifecycle operations present for campaigns, budgets, ad groups, ads, keywords, audiences, catalogs, and diagnostics. Minor gaps remain, such as some delete/status operations being only implicit via update or absent, so the surface is not perfect.

Maintenance

ActivityActive
ResponsivenessResponsive

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