Kuro

List styles

list_presets

Read-onlyIdempotent

Search and page through Style, Motion, Lighting and Framing presets. Filter by type, family (a Style's or a Motion's), model and input shape. Apply one per type through presets on generation requests; null clears a type and omission leaves it unset.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "list_presets"
  }
}

Input Schema

Name	Required	Description	Default
`q`	No
`tags`	No
`type`	No
`limit`	No
`cursor`	No
`category`	No
`model_id`	No
`categories`	No
`input_shape`	No

Output Schema

Name	Required	Description	Default
`items`	Yes
`app_url`	Yes
`has_more`	Yes
`next_cursor`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 28, 2026

changedInput schema / properties / model_id / enum

Previous value: -[
-  "seedream-5-lite",
-  "nano-banana-2.1",
-  "nano-banana-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2.5-sunburst",
-  "gpt-image-2",
-  "nano-banana-2-lite",
-  "seedream-5-pro",
-  "seedream-5-pro-spicy",
-  "flux-schnell",
-  "flux-2-flex",
-  "flux-2-pro",
-  "flux-2-max",
-  "recraft-v4.1-svg",
-  "recraft-v4.1-pro-svg",
-  "p-image",
-  "grok-imagine-image",
-  "grok-imagine-image-quality",
-  "krea-3",
-  "qwen-image-3-pro",
-  "soul-2",
-  "seedance-2.5",
-  "seedance-2.5-spicy",
-  "seedance-2.0",
-  "seedance-2.0-mini",
-  "seedance-2.0-fast",
-  "grok-imagine-video-1.5",
-  "veo-3.1",
-  "veo-3.1-fast",
-  "veo-3.1-lite",
-  "gemini-omni-1.1",
-  "kling-v3-omni-video",
-  "kling-v3-video",
-  "happyhorse-1.0",
-  "wan-3",
-  "wan-3-prime",
-  "gen-4.5",
-  "p-video",
-  "p-video-2",
-  "flux-3",
-  "minimax-h3-max",
-  "p-video-avatar",
-  "p-video-animate",
-  "p-video-replace",
-  "omni-human-1.5",
-  "kling-avatar-v2",
-  "kling-v3-motion-control",
-  "kling-lip-sync",
-  "sync-lipsync-2",
-  "genjutsu-motion-transfer",
-  "genjutsu-object-swap",
-  "grok-4.6",
-  "gemini-3.8-flash",
-  "gpt-6-luna",
-  "elevenlabs-tts",
-  "eleven-v4",
-  "gemini-3.1-flash-tts",
-  "kokoro-82m",
-  "minimax-speech-2.8-hd",
-  "inworld-tts-2",
-  "reel-music-1",
-  "minimax-music-2.6",
-  "eleven-music"
-]New value: +[
+  "seedream-5-lite",
+  "nano-banana-2.1",
+  "nano-banana-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2.5-sunburst",
+  "gpt-image-2",
+  "nano-banana-2-lite",
+  "seedream-5-pro",
+  "flux-schnell",
+  "flux-2-flex",
+  "flux-2-pro",
+  "flux-2-max",
+  "recraft-v4.1-svg",
+  "recraft-v4.1-pro-svg",
+  "p-image",
+  "grok-imagine-image",
+  "grok-imagine-image-quality",
+  "krea-3",
+  "qwen-image-3-pro",
+  "soul-2",
+  "seedance-2.5",
+  "seedance-2.0",
+  "seedance-2.0-mini",
+  "seedance-2.0-fast",
+  "grok-imagine-video-1.5",
+  "veo-3.1",
+  "veo-3.1-fast",
+  "veo-3.1-lite",
+  "gemini-omni-1.1",
+  "kling-v3-omni-video",
+  "kling-v3-video",
+  "happyhorse-1.0",
+  "wan-3",
+  "wan-3-prime",
+  "gen-4.5",
+  "p-video",
+  "p-video-2",
+  "flux-3",
+  "minimax-h3-max",
+  "p-video-avatar",
+  "p-video-animate",
+  "p-video-replace",
+  "omni-human-1.5",
+  "kling-avatar-v2",
+  "kling-v3-motion-control",
+  "kling-lip-sync",
+  "sync-lipsync-2",
+  "genjutsu-motion-transfer",
+  "genjutsu-object-swap",
+  "grok-4.6",
+  "gemini-3.8-flash",
+  "gpt-6-luna",
+  "elevenlabs-tts",
+  "eleven-v4",
+  "gemini-3.1-flash-tts",
+  "kokoro-82m",
+  "minimax-speech-2.8-hd",
+  "inworld-tts-2",
+  "reel-music-1",
+  "minimax-music-2.6",
+  "eleven-music"
+]

changedOutput schema / properties / items / items / properties / compatibility / items / properties / model / enum

Previous value: -[
-  "seedream-5-lite",
-  "nano-banana-2.1",
-  "nano-banana-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2.5-sunburst",
-  "gpt-image-2",
-  "nano-banana-2-lite",
-  "seedream-5-pro",
-  "seedream-5-pro-spicy",
-  "flux-schnell",
-  "flux-2-flex",
-  "flux-2-pro",
-  "flux-2-max",
-  "recraft-v4.1-svg",
-  "recraft-v4.1-pro-svg",
-  "p-image",
-  "grok-imagine-image",
-  "grok-imagine-image-quality",
-  "krea-3",
-  "qwen-image-3-pro",
-  "soul-2",
-  "seedance-2.5",
-  "seedance-2.5-spicy",
-  "seedance-2.0",
-  "seedance-2.0-mini",
-  "seedance-2.0-fast",
-  "grok-imagine-video-1.5",
-  "veo-3.1",
-  "veo-3.1-fast",
-  "veo-3.1-lite",
-  "gemini-omni-1.1",
-  "kling-v3-omni-video",
-  "kling-v3-video",
-  "happyhorse-1.0",
-  "wan-3",
-  "wan-3-prime",
-  "gen-4.5",
-  "p-video",
-  "p-video-2",
-  "flux-3",
-  "minimax-h3-max",
-  "p-video-avatar",
-  "p-video-animate",
-  "p-video-replace",
-  "omni-human-1.5",
-  "kling-avatar-v2",
-  "kling-v3-motion-control",
-  "kling-lip-sync",
-  "sync-lipsync-2",
-  "genjutsu-motion-transfer",
-  "genjutsu-object-swap",
-  "grok-4.6",
-  "gemini-3.8-flash",
-  "gpt-6-luna",
-  "elevenlabs-tts",
-  "eleven-v4",
-  "gemini-3.1-flash-tts",
-  "kokoro-82m",
-  "minimax-speech-2.8-hd",
-  "inworld-tts-2",
-  "reel-music-1",
-  "minimax-music-2.6",
-  "eleven-music"
-]New value: +[
+  "seedream-5-lite",
+  "nano-banana-2.1",
+  "nano-banana-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2.5-sunburst",
+  "gpt-image-2",
+  "nano-banana-2-lite",
+  "seedream-5-pro",
+  "flux-schnell",
+  "flux-2-flex",
+  "flux-2-pro",
+  "flux-2-max",
+  "recraft-v4.1-svg",
+  "recraft-v4.1-pro-svg",
+  "p-image",
+  "grok-imagine-image",
+  "grok-imagine-image-quality",
+  "krea-3",
+  "qwen-image-3-pro",
+  "soul-2",
+  "seedance-2.5",
+  "seedance-2.0",
+  "seedance-2.0-mini",
+  "seedance-2.0-fast",
+  "grok-imagine-video-1.5",
+  "veo-3.1",
+  "veo-3.1-fast",
+  "veo-3.1-lite",
+  "gemini-omni-1.1",
+  "kling-v3-omni-video",
+  "kling-v3-video",
+  "happyhorse-1.0",
+  "wan-3",
+  "wan-3-prime",
+  "gen-4.5",
+  "p-video",
+  "p-video-2",
+  "flux-3",
+  "minimax-h3-max",
+  "p-video-avatar",
+  "p-video-animate",
+  "p-video-replace",
+  "omni-human-1.5",
+  "kling-avatar-v2",
+  "kling-v3-motion-control",
+  "kling-lip-sync",
+  "sync-lipsync-2",
+  "genjutsu-motion-transfer",
+  "genjutsu-object-swap",
+  "grok-4.6",
+  "gemini-3.8-flash",
+  "gpt-6-luna",
+  "elevenlabs-tts",
+  "eleven-v4",
+  "gemini-3.1-flash-tts",
+  "kokoro-82m",
+  "minimax-speech-2.8-hd",
+  "inworld-tts-2",
+  "reel-music-1",
+  "minimax-music-2.6",
+  "eleven-music"
+]

Changed3 schema fields changedOct 19, 2026

changedInput schema / properties / categories / maxItems
```
Previous value: -5New value: +7
```

changedInput schema / properties / category / enum

Previous value: -[
-  "photorealistic",
-  "cinematic",
-  "3d_animation",
-  "cartoon",
-  "anime"
-]New value: +[
+  "photorealistic",
+  "cinematic",
+  "3d_animation",
+  "cartoon",
+  "anime",
+  "pan_tilt",
+  "zoom_lens",
+  "dolly_track",
+  "slide_orbit",
+  "handheld_body",
+  "drone_crane",
+  "specials"
+]

changedOutput schema / properties / items / items / properties / category / anyOf

Previous value: -[
-  {
-    "enum": [
-      "photorealistic",
-      "cinematic",
-      "3d_animation",
-      "cartoon",
-      "anime"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "enum": [
+      "photorealistic",
+      "cinematic",
+      "3d_animation",
+      "cartoon",
+      "anime",
+      "pan_tilt",
+      "zoom_lens",
+      "dolly_track",
+      "slide_orbit",
+      "handheld_body",
+      "drone_crane",
+      "specials"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

Changed2 schema fields changedOct 16, 2026

changedInput schema / properties / model_id / enum

Previous value: -[
-  "seedream-5-lite",
-  "nano-banana-2.1",
-  "nano-banana-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2.5-sunburst",
-  "gpt-image-2",
-  "nano-banana-2-lite",
-  "seedream-5-pro",
-  "seedream-5-pro-spicy",
-  "flux-schnell",
-  "flux-2-flex",
-  "flux-2-pro",
-  "flux-2-max",
-  "recraft-v4.1-svg",
-  "recraft-v4.1-pro-svg",
-  "p-image",
-  "grok-imagine-image",
-  "grok-imagine-image-quality",
-  "soul-2",
-  "seedance-2.5",
-  "seedance-2.5-spicy",
-  "seedance-2.0",
-  "seedance-2.0-mini",
-  "seedance-2.0-fast",
-  "grok-imagine-video-1.5",
-  "veo-3.1",
-  "veo-3.1-fast",
-  "veo-3.1-lite",
-  "gemini-omni-1.1",
-  "kling-v3-omni-video",
-  "kling-v3-video",
-  "happyhorse-1.0",
-  "wan-3",
-  "wan-3-prime",
-  "gen-4.5",
-  "p-video",
-  "p-video-2",
-  "flux-3",
-  "minimax-h3-max",
-  "p-video-avatar",
-  "p-video-animate",
-  "p-video-replace",
-  "omni-human-1.5",
-  "kling-avatar-v2",
-  "kling-v3-motion-control",
-  "kling-lip-sync",
-  "sync-lipsync-2",
-  "genjutsu-motion-transfer",
-  "genjutsu-object-swap",
-  "grok-4.6",
-  "gemini-3.8-flash",
-  "gpt-6-luna",
-  "elevenlabs-tts",
-  "eleven-v4",
-  "gemini-3.1-flash-tts",
-  "kokoro-82m",
-  "minimax-speech-2.8-hd",
-  "inworld-tts-2",
-  "reel-music-1",
-  "minimax-music-2.6",
-  "eleven-music"
-]New value: +[
+  "seedream-5-lite",
+  "nano-banana-2.1",
+  "nano-banana-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2.5-sunburst",
+  "gpt-image-2",
+  "nano-banana-2-lite",
+  "seedream-5-pro",
+  "seedream-5-pro-spicy",
+  "flux-schnell",
+  "flux-2-flex",
+  "flux-2-pro",
+  "flux-2-max",
+  "recraft-v4.1-svg",
+  "recraft-v4.1-pro-svg",
+  "p-image",
+  "grok-imagine-image",
+  "grok-imagine-image-quality",
+  "krea-3",
+  "qwen-image-3-pro",
+  "soul-2",
+  "seedance-2.5",
+  "seedance-2.5-spicy",
+  "seedance-2.0",
+  "seedance-2.0-mini",
+  "seedance-2.0-fast",
+  "grok-imagine-video-1.5",
+  "veo-3.1",
+  "veo-3.1-fast",
+  "veo-3.1-lite",
+  "gemini-omni-1.1",
+  "kling-v3-omni-video",
+  "kling-v3-video",
+  "happyhorse-1.0",
+  "wan-3",
+  "wan-3-prime",
+  "gen-4.5",
+  "p-video",
+  "p-video-2",
+  "flux-3",
+  "minimax-h3-max",
+  "p-video-avatar",
+  "p-video-animate",
+  "p-video-replace",
+  "omni-human-1.5",
+  "kling-avatar-v2",
+  "kling-v3-motion-control",
+  "kling-lip-sync",
+  "sync-lipsync-2",
+  "genjutsu-motion-transfer",
+  "genjutsu-object-swap",
+  "grok-4.6",
+  "gemini-3.8-flash",
+  "gpt-6-luna",
+  "elevenlabs-tts",
+  "eleven-v4",
+  "gemini-3.1-flash-tts",
+  "kokoro-82m",
+  "minimax-speech-2.8-hd",
+  "inworld-tts-2",
+  "reel-music-1",
+  "minimax-music-2.6",
+  "eleven-music"
+]

changedOutput schema / properties / items / items / properties / compatibility / items / properties / model / enum

Previous value: -[
-  "seedream-5-lite",
-  "nano-banana-2.1",
-  "nano-banana-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2.5-sunburst",
-  "gpt-image-2",
-  "nano-banana-2-lite",
-  "seedream-5-pro",
-  "seedream-5-pro-spicy",
-  "flux-schnell",
-  "flux-2-flex",
-  "flux-2-pro",
-  "flux-2-max",
-  "recraft-v4.1-svg",
-  "recraft-v4.1-pro-svg",
-  "p-image",
-  "grok-imagine-image",
-  "grok-imagine-image-quality",
-  "soul-2",
-  "seedance-2.5",
-  "seedance-2.5-spicy",
-  "seedance-2.0",
-  "seedance-2.0-mini",
-  "seedance-2.0-fast",
-  "grok-imagine-video-1.5",
-  "veo-3.1",
-  "veo-3.1-fast",
-  "veo-3.1-lite",
-  "gemini-omni-1.1",
-  "kling-v3-omni-video",
-  "kling-v3-video",
-  "happyhorse-1.0",
-  "wan-3",
-  "wan-3-prime",
-  "gen-4.5",
-  "p-video",
-  "p-video-2",
-  "flux-3",
-  "minimax-h3-max",
-  "p-video-avatar",
-  "p-video-animate",
-  "p-video-replace",
-  "omni-human-1.5",
-  "kling-avatar-v2",
-  "kling-v3-motion-control",
-  "kling-lip-sync",
-  "sync-lipsync-2",
-  "genjutsu-motion-transfer",
-  "genjutsu-object-swap",
-  "grok-4.6",
-  "gemini-3.8-flash",
-  "gpt-6-luna",
-  "elevenlabs-tts",
-  "eleven-v4",
-  "gemini-3.1-flash-tts",
-  "kokoro-82m",
-  "minimax-speech-2.8-hd",
-  "inworld-tts-2",
-  "reel-music-1",
-  "minimax-music-2.6",
-  "eleven-music"
-]New value: +[
+  "seedream-5-lite",
+  "nano-banana-2.1",
+  "nano-banana-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2.5-sunburst",
+  "gpt-image-2",
+  "nano-banana-2-lite",
+  "seedream-5-pro",
+  "seedream-5-pro-spicy",
+  "flux-schnell",
+  "flux-2-flex",
+  "flux-2-pro",
+  "flux-2-max",
+  "recraft-v4.1-svg",
+  "recraft-v4.1-pro-svg",
+  "p-image",
+  "grok-imagine-image",
+  "grok-imagine-image-quality",
+  "krea-3",
+  "qwen-image-3-pro",
+  "soul-2",
+  "seedance-2.5",
+  "seedance-2.5-spicy",
+  "seedance-2.0",
+  "seedance-2.0-mini",
+  "seedance-2.0-fast",
+  "grok-imagine-video-1.5",
+  "veo-3.1",
+  "veo-3.1-fast",
+  "veo-3.1-lite",
+  "gemini-omni-1.1",
+  "kling-v3-omni-video",
+  "kling-v3-video",
+  "happyhorse-1.0",
+  "wan-3",
+  "wan-3-prime",
+  "gen-4.5",
+  "p-video",
+  "p-video-2",
+  "flux-3",
+  "minimax-h3-max",
+  "p-video-avatar",
+  "p-video-animate",
+  "p-video-replace",
+  "omni-human-1.5",
+  "kling-avatar-v2",
+  "kling-v3-motion-control",
+  "kling-lip-sync",
+  "sync-lipsync-2",
+  "genjutsu-motion-transfer",
+  "genjutsu-object-swap",
+  "grok-4.6",
+  "gemini-3.8-flash",
+  "gpt-6-luna",
+  "elevenlabs-tts",
+  "eleven-v4",
+  "gemini-3.1-flash-tts",
+  "kokoro-82m",
+  "minimax-speech-2.8-hd",
+  "inworld-tts-2",
+  "reel-music-1",
+  "minimax-music-2.6",
+  "eleven-music"
+]

First observedOct 15, 2026

TDQS

B3.4/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnlyHint, idempotentHint, destructiveHint=false, closed world), so the bar is lower; the description still adds real context by indicating pagination ('page through') and by spelling out the null-clears / omission-leaves-unset semantics that apply when a preset is attached to a generation request. It does not cover result ordering or empty-result behavior, which keeps it below 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three tight sentences, front-loaded with the core purpose before the filtering and application details. The final clause about null vs omission drifts toward how to use presets elsewhere rather than how to call this tool, but it is short enough not to be padding.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values need not be described, and pagination is at least acknowledged. Still, for a nine-parameter tool with zero schema documentation, the description leaves most filters undefined and introduces a 'family' parameter that the schema does not offer, which is enough to misdirect a caller.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must carry all parameter meaning, but it only gestures at three of nine parameters (type, model_id via 'model', input_shape) and mentions a 'family (a Style's or a Motion's)' dimension that does not exist in the schema at all. Free-text search (q), tags, limit, cursor, and category/categories are never explained, and the phantom 'family' filter risks a wrong invocation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb plus resource ('Search and page through ... presets') and enumerates the four preset types, so an agent immediately knows what is returned. It does not explicitly distinguish itself from the sibling get_preset, though the list-vs-single contrast is inferable from the name and the 'page through' framing.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description names the filter dimensions and explains how results are consumed ('Apply one per type through presets on generation requests'), which implies this is a lookup/discovery tool. However it never says when to choose it over get_preset or list_models, and gives no exclusions or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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