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Scored across 14 tools
Several tools overlap as brand reads: get_brand, get_brand_fonts, and get_brand_colors are essentially the same lookup with locally filtered subsets, and search_brands retrieves brand data differently. The detailed descriptions help distinguish download_brand_logos vs get_logo_url and the local-only tools, but an agent could still misselect among the read variants.
Nearly every tool follows a clean verb_noun pattern (get_brand, prefetch_brand, search_brands, list_accounts, download_brand_logos, compare_brands, enrich_transaction). Conventions are uniform snake_case throughout with no mixing.
14 tools is well within the appropriate range and each tool maps to a distinct capability (schema preview, reads, search, logos, comparison, accounts). The count feels scoped to a real brand-data API surface.
The surface covers brand retrieval, context, search, fonts/colors/logos, comparison, transaction enrichment, accounts, and schema/preview operations, forming a fairly complete lifecycle. Minor gaps exist such as no explicit multi-item pagination tool, but workarounds are available.