Kuro

List recipes

list_recipes

Read-onlyIdempotent

Search and page through the RECIPE catalog — templates that ask you questions and then make something. Search it before choosing a model. A recipe arms ONE generation (arm: a private template; reprompt: a model writes the prompt from your answers; press either with generate_with_recipe) or runs a multi-step workflow (run: start_recipe_run). One recipe per generation; filter by model_id only when the user chose a model. Narrow by model_kind (image or video). For STYLES — rendering-medium fragments you arm directly on generate_image / generate_clip — use list_presets.

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_recipes"
  }
}

Input Schema

Name	Required	Description	Default
`q`	No
`line`	No
`tags`	No
`limit`	No
`cursor`	No
`model_id`	No
`model_kind`	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.

Changed27 schema fields changedNov 4, 2026

addedOutput schema / properties / items / items / description

Added value: +"A template that asks a few questions and makes something."

addedOutput schema / properties / items / items / properties / action / description

Added value: +"`arm` makes one generation from your answers; `reprompt` does too, with a model writing the prompt from them; `run` starts a multi-step run (`GET /v1/runs/{id}`). New values may be added."

changedOutput schema / properties / items / items / properties / action / enum

Previous value: -[
-  "arm",
-  "run",
-  "reprompt"
-]New value: +[
+  "arm",
+  "reprompt",
+  "run"
+]

removedOutput schema / properties / items / items / properties / allowed_models

Removed value: -{
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

addedOutput schema / properties / items / items / properties / app_url / $ref
```
Added value: +"#/properties/items/items/properties/cover_url/anyOf/0"
```
removedOutput schema / properties / items / items / properties / app_url / format
```
Removed value: -"uri"
```
removedOutput schema / properties / items / items / properties / app_url / type
```
Removed value: -"string"
```
removedOutput schema / properties / items / items / properties / arrangement
```
Removed value: -{}
```

addedOutput schema / properties / items / items / properties / choices

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "help": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "key": {
+        "type": "string"
+      },
+      "label": {
+        "type": "string"
+      },
+      "max_picks": {
+        "type": "integer"
+      },
+      "options": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "label": {
+              "type": "string"
+            },
+            "value": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "value",
+            "label"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "shown_when": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "choice": {
+                "type": "string"
+              },
+              "values": {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              }
+            },
+            "required": [
+              "choice",
+              "values"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "description": "Asked only when that earlier choice holds one of these values."
+      }
+    },
+    "required": [
+      "key",
+      "label",
+      "help",
+      "options",
+      "max_picks",
+      "shown_when"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

addedOutput schema / properties / items / items / properties / id
```
Added value: +{
+  "format": "uuid",
+  "type": "string"
+}
```

addedOutput schema / properties / items / items / properties / inputs

Added value: +{
+  "description": "The media an `arm` or `reprompt` recipe takes, by key.",
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "help": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "key": {
+        "type": "string"
+      },
+      "label": {
+        "type": "string"
+      },
+      "max_items": {
+        "type": "integer"
+      },
+      "media": {
+        "description": "\"image\", \"video\" or \"audio\".",
+        "type": "string"
+      },
+      "required": {
+        "type": "boolean"
+      },
+      "takes_subject": {
+        "description": "Whether this input takes one of your Subjects as `{ \"type\": \"subject\", \"subject_id\" }`.",
+        "type": "boolean"
+      }
+    },
+    "required": [
+      "key",
+      "label",
+      "help",
+      "media",
+      "required",
+      "max_items",
+      "takes_subject"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

addedOutput schema / properties / items / items / properties / model

Added value: +{
+  "description": "The default model; null on a `run` recipe, whose steps choose their own.",
+  "type": [
+    "string",
+    "null"
+  ]
+}

removedOutput schema / properties / items / items / properties / model_id
```
Removed value: -{
-  "type": "string"
-}
```

removedOutput schema / properties / items / items / properties / model_kind

Removed value: -{
-  "enum": [
-    "image",
-    "video",
-    "tts",
-    "music"
-  ],
-  "type": "string"
-}

addedOutput schema / properties / items / items / properties / object
```
Added value: +{
+  "const": "recipe",
+  "type": "string"
+}
```

addedOutput schema / properties / items / items / properties / prompt

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": false,
+      "properties": {
+        "label": {
+          "type": "string"
+        },
+        "max_length": {
+          "type": "integer"
+        },
+        "placeholder": {
+          "type": "string"
+        },
+        "required": {
+          "type": "boolean"
+        }
+      },
+      "required": [
+        "label",
+        "placeholder",
+        "required",
+        "max_length"
+      ],
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "What `prompt` asks for when you run it; null when it asks for none."
+}

removedOutput schema / properties / items / items / properties / recipe_id
```
Removed value: -{
-  "format": "uuid",
-  "type": "string"
-}
```
removedOutput schema / properties / items / items / properties / recommended_model
```
Removed value: -{
-  "type": [
-    "string",
-    "null"
-  ]
-}
```

addedOutput schema / properties / items / items / properties / recommended_models

Added value: +{
+  "description": "Models its author tested. Any model of its medium that can take its inputs runs it too.",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}

addedOutput schema / properties / items / items / properties / run_inputs / description
```
Added value: +"What a `run` recipe takes, by key; empty on the others."
```
addedOutput schema / properties / items / items / properties / run_inputs / items / additionalProperties
```
Added value: +true
```

addedOutput schema / properties / items / items / properties / run_inputs / items / properties

Added value: +{
+  "key": {
+    "type": "string"
+  },
+  "label": {
+    "type": "string"
+  },
+  "type": {
+    "type": "string"
+  }
+}

addedOutput schema / properties / items / items / properties / run_inputs / items / required
```
Added value: +[
+  "type",
+  "key",
+  "label"
+]
```
addedOutput schema / properties / items / items / properties / run_inputs / items / type
```
Added value: +"object"
```

addedOutput schema / properties / items / items / properties / type

Added value: +{
+  "description": "What it makes. New values may be added.",
+  "enum": [
+    "image",
+    "clip",
+    "voiceover",
+    "music"
+  ],
+  "type": "string"
+}

changedOutput schema / properties / items / items / properties / uses / type
```
Previous value: -"number"New value: +"integer"
```

changedOutput schema / properties / items / items / required

Previous value: -[
-  "recipe_id",
-  "model_kind",
-  "action",
-  "name",
-  "description",
-  "visibility",
-  "featured",
-  "tags",
-  "uses",
-  "cover_url",
-  "app_url"
-]New value: +[
+  "object",
+  "id",
+  "name",
+  "description",
+  "action",
+  "type",
+  "model",
+  "recommended_models",
+  "prompt",
+  "inputs",
+  "choices",
+  "run_inputs",
+  "tags",
+  "uses",
+  "cover_url",
+  "app_url",
+  "visibility",
+  "featured"
+]

Changed1 schema field 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-fast",
-  "seedance-2.0-mini",
-  "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",
-  "sync-lipsync-2",
-  "kling-lip-sync",
-  "genjutsu-motion-transfer",
-  "genjutsu-object-swap"
-]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-fast",
+  "seedance-2.0-mini",
+  "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",
+  "sync-lipsync-2",
+  "kling-lip-sync",
+  "genjutsu-motion-transfer",
+  "genjutsu-object-swap"
+]

Changed1 schema field 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-fast",
-  "seedance-2.0-mini",
-  "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",
-  "sync-lipsync-2",
-  "kling-lip-sync",
-  "genjutsu-motion-transfer",
-  "genjutsu-object-swap"
-]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-fast",
+  "seedance-2.0-mini",
+  "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",
+  "sync-lipsync-2",
+  "kling-lip-sync",
+  "genjutsu-motion-transfer",
+  "genjutsu-object-swap"
+]

First observedOct 15, 2026

TDQS

A4.4/5.0

Behavior4/5

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

While annotations cover safety hints (readOnlyHint), the description adds significant behavioral context by defining what a 'recipe' is—either a private template for one generation or a multi-step workflow. This clarifies the nature of the resource being managed.

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?

The definition is highly dense, but every sentence contributes critical, complex information regarding tool scope and sibling relationships. It is appropriately packed and avoids unnecessary filler, maximizing information density.

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

Completeness5/5

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

Given the complexity of the surrounding toolset, this definition provides a holistic view of the 'recipe' resource—its function, its relation to generation models, and its boundaries within the system workflow. It is remarkably complete.

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

Parameters3/5

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

Because schema description coverage is 0%, the description must carry a heavy burden. It provides useful semantic meaning for the `model_id` and `model_kind` filters by explaining their constraints and context within the generation process. However, it does not describe the structural parameters like line or cursor.

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

Purpose5/5

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

The description clearly states the tool's function is to 'Search and page through the RECIPE catalog.' It effectively distinguishes itself from other tools by defining its role in initiating generation or workflows, and specifically differentiates it from `list_presets`.

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

Usage Guidelines5/5

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

It provides highly specific conditional usage rules, instructing the agent to search before choosing a model and stating that filtering by `model_id` is only appropriate when the user has already chosen a specific model. It also explicitly defines when to use `list_presets` instead of this tool.

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

All Kuro tools Inspect

Try in Browser

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

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources

Need Help?