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Brandfetch MCP Server

by thenavidm
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    TDQS

    A3.5/5.0

    Scored across 14 tools

    Disambiguation3/5

    Several tools perform the same underlying native brand read: get_brand, get_brand_colors, and get_brand_fonts are explicitly the same provider call with local output filtering, so an agent may struggle to choose between them. get_brand_context, search_brands, and prefetch_brand are reasonably distinct, and the verbose descriptions do help disambiguate, but the overlapping brand-read family caps this score.

    Naming Consistency5/5

    Every tool uses a consistent snake_case verb_noun pattern (get_brand, search_brands, enrich_transaction, download_brand_logos, list_accounts). The verb choices are predictable and the pattern holds across all 14 tools with no mixed conventions.

    Tool Count4/5

    14 tools is within the well-scoped 3-15 range and each nominally earns a place. However, the colors/fonts wrappers and the meta tools (get_operation_schema, preview_operation) feel somewhat padded relative to the core brand-data surface.

    Completeness4/5

    The surface covers the brand lifecycle well: lookup, search, context, colors, fonts, logo URL construction, logo download, comparison, transaction enrichment, prefetch, plus schema/preview helpers. Minor gaps exist (no font download, limited account operations), but core workflows are covered.

    Maintenance

    ActivityNo data
    ResponsivenessNo issues

    Resources