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Smasher Studio — AI Fashion Design

by io.github.Atenkai
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Server Details

AI fashion design — product photos, videos, tech packs, colorways & fabric sims.

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Status
Unhealthy
Uptime
37.7% over 45 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A3.9/5.0

Scored across 8 tools

Disambiguation4/5

Tools target distinct generation tasks (base image, colorways, fabric simulation, multi-angle, video) plus utility checks, so selection is mostly clear. Some overlap remains among the image-generation variants, but the descriptions identify their intended use well.

Naming Consistency5/5

All names use snake_case with a verb-first pattern (check_, generate_, list_), and no mixed conventions appear. The only minor abbreviation ('sim') does not break the consistent style.

Tool Count5/5

8 tools is well-scoped for a focused fashion generation service. Each tool maps to a distinct capability, with no obvious filler.

Completeness4/5

Core generation workflows, credit checking, and video job status are covered. Collection management is only listable—no create, update, or get-detail operations—which is a minor gap agents can likely work around.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedgenerate_fashion_image2 fields changed
      • changedInput schema / properties / quality / description
        Previous value: -"Image quality: standard (fast), hd (recommended), ultra (maximum detail)"New value: +"Image quality: draft (2 credits, small preview), standard or hd (5 credits, recommended), ultra (10 credits, maximum detail, Pro plan only)"
      • changedInput schema / properties / quality / enum
        Previous value: -[
-  "standard",
-  "hd",
-  "ultra"
-]New value: +[
+  "draft",
+  "standard",
+  "hd",
+  "ultra"
+]
  2. 2 tool updates
    • Changedcheck_video_status2 fields changed
      • changedOutput schema / properties / progress / description
        Previous value: -"Completion progress 0-100 (Runway only)"New value: +"Completion progress 0-100 when available"
      • removedOutput schema / properties / provider
        Removed value: -{
-  "description": "Video provider: seedance, kling, or runway",
-  "type": "string"
-}
    • Changedgenerate_fashion_video3 fields changed
      • changedInput schema / properties / quality / default
        Previous value: -"hd"New value: +"720p"
      • changedInput schema / properties / quality / description
        Previous value: -"Video quality: hd (recommended), 4k (maximum resolution)"New value: +"Video resolution. 720p (default, best value): 40/80/120 credits for 5/10/15s. 1080p (native premium render): 150/300/450 credits for 5/10/15s."
      • changedInput schema / properties / quality / enum
        Previous value: -[
-  "hd",
-  "4k"
-]New value: +[
+  "720p",
+  "1080p"
+]
  3. 1 tool update
    • Changedcheck_video_status1 field changed
      • changedOutput schema / properties / provider / description
        Previous value: -"Video provider: kling or runway"New value: +"Video provider: seedance, kling, or runway"
  4. 1 tool update
    • Removedgenerate_tech_pack
  5. 9 tool updates
    • First observedcheck_credits
    • First observedcheck_video_status
    • First observedgenerate_colorways
    • First observedgenerate_fabric_sim
    • First observedgenerate_fashion_image
    • First observedgenerate_fashion_video
    • First observedgenerate_multi_angle
    • First observedgenerate_tech_pack
    • First observedlist_collections

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