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mcPER

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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

    A3.5/5.0

    Scored across 14 tools

    Disambiguation4/5

    The tools mostly target clearly distinct operations: hierarchical browsing (groups, subgroups, tables), content retrieval (table parts, part details), search, VIN decoding, supersession history, where-used, and images. The only mild overlaps are get_part/get_part_history/where_used (related but different facets) and get_drawing_image/get_assembly_image (both render exploded views but for different entity types), which descriptions clarify well.

    Naming Consistency4/5

    Almost all tools follow a predictable snake_case verb_noun pattern (list_groups, get_table_parts, search_parts, decode_vin), with a few acceptable noun-centric variants like get_part_history and get_drawing_image. The outlier is where_used, which is a query phrase rather than a verb_noun name, but it remains readable and clear.

    Tool Count5/5

    At 14 tools, the set is well-scoped for a read-only parts catalogue: it covers browsing, search, VIN decoding, part relationships, and imagery without bloat. Each tool has a distinct role and no redundant near-duplicates pad the surface.

    Completeness4/5

    The surface covers the full read-only lifecycle: catalogue navigation, VIN-based fitment, part lookup, supersession history, where-used, modification codes, and exploded views. Minor gaps remain—there is no direct lookup by vehicle attributes (e.g., model/year) without a VIN, and no explicit operation to resolve a table reference number to a part outside get_table_parts—but these are workarounds rather than dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources