StudioMeyer Academy

academy_recipes

Read-onlyIdempotent

List public free recipes, optionally filtered by their actual phase from 1 to 16.

Input Schema

Name	Required	Description	Default
`limit`	No
`phase`	No
`cursor`	No
`locale`	No	MCP transport locale; not a service input field.	de
`idempotencyKey`	No	Transport retry key, forwarded as Idempotency-Key.

Output Schema

Name	Required	Description	Default
`errors`	Yes
`result`	Yes
`success`	Yes
`messages`	Yes
`request_id`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed11 schema fields changedNov 2, 2026

addedInput schema / $schema

Added value: +"https://json-schema.org/draft/2020-12/schema"

addedInput schema / additionalProperties
```
Added value: +false
```

addedInput schema / properties / cursor

Added value: +{
+  "maxLength": 2048,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / idempotencyKey

Added value: +{
+  "description": "Transport retry key, forwarded as Idempotency-Key.",
+  "maxLength": 200,
+  "minLength": 1,
+  "type": "string"
+}

addedInput schema / properties / limit

Added value: +{
+  "maximum": 100,
+  "minimum": 1,
+  "type": "integer"
+}

addedInput schema / properties / locale

Added value: +{
+  "default": "de",
+  "description": "MCP transport locale; not a service input field.",
+  "enum": [
+    "de",
+    "en",
+    "es"
+  ],
+  "type": "string"
+}

removedInput schema / properties / phase / description
```
Removed value: -"Optional phase number 1-16"
```
addedInput schema / properties / phase / maximum
```
Added value: +16
```
addedInput schema / properties / phase / minimum
```
Added value: +1
```

changedInput schema / properties / phase / type

Previous value: -"number"New value: +"integer"

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "oneOf": [
+    {
+      "properties": {
+        "errors": {
+          "maxItems": 0
+        },
+        "result": {
+          "additionalProperties": false,
+          "properties": {
+            "items": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "body": {
+                    "type": "string"
+                  },
+                  "contentHash": {
+                    "type": "string"
+                  },
+                  "meta": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "description": {
+                        "type": "string"
+                      },
+                      "duration": {
+                        "type": "string"
+                      },
+                      "order": {
+                        "type": "number"
+                      },
+                      "phase": {
+                        "maximum": 16,
+                        "minimum": 1,
+                        "type": "integer"
+                      },
+                      "published": {
+                        "type": "string"
+                      },
+                      "slug": {
+                        "type": "string"
+                      },
+                      "tags": {
+                        "items": {
+                          "type": "string"
+                        },
+                        "type": "array"
+                      },
+                      "title": {
+                        "type": "string"
+                      },
+                      "updated": {
+                        "type": "string"
+                      }
+                    },
+                    "required": [
+                      "slug",
+                      "phase",
+                      "order",
+                      "title",
+                      "description",
+                      "duration"
+                    ],
+                    "type": "object"
+                  },
+                  "steps": {
+                    "items": {
+                      "additionalProperties": false,
+                      "properties": {
+                        "body": {
+                          "type": "string"
+                        },
+                        "index": {
+                          "type": "number"
+                        },
+                        "title": {
+                          "type": "string"
+                        },
+                        "validatorId": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "index",
+                        "title",
+                        "body"
+                      ],
+                      "type": "object"
+                    },
+                    "type": "array"
+                  }
+                },
+                "required": [
+                  "meta",
+                  "body",
+                  "steps",
+                  "contentHash"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "nextCursor": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "items",
+            "nextCursor"
+          ],
+          "type": "object"
+        },
+        "success": {
+          "const": true
+        }
+      }
+    },
+    {
+      "properties": {
+        "errors": {
+          "minItems": 1
+        },
+        "result": {
+          "type": "null"
+        },
+        "success": {
+          "const": false
+        }
+      }
+    }
+  ],
+  "properties": {
+    "errors": {
+      "items": {
+        "additionalProperties": true,
+        "properties": {
+          "code": {
+            "type": "number"
+          },
+          "documentation_url": {
+            "minLength": 1,
+            "type": "string"
+          },
+          "hint": {
+            "minLength": 1,
+            "type": "string"
+          },
+          "message": {
+            "minLength": 1,
+            "type": "string"
+          },
+          "slug": {
+            "minLength": 1,
+            "type": "string"
+          }
+        },
+        "required": [
+          "code",
+          "slug",
+          "message",
+          "hint",
+          "documentation_url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "messages": {
+      "type": "array"
+    },
+    "request_id": {
+      "minLength": 1,
+      "type": "string"
+    },
+    "result": {},
+    "success": {
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "success",
+    "result",
+    "errors",
+    "messages",
+    "request_id"
+  ],
+  "type": "object"
+}

First observedJun 3, 2026

TDQS

B3.1/5.0

Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered. The description adds the scope constraint ('public free') and phase range, but says nothing about pagination behavior for the 'cursor'/'limit' parameters.

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

Conciseness5/5

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

A single front-loaded sentence with zero filler that states resource, scope, and the one filter upfront.

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 annotations cover safety. However, for a paginated list tool with a cursor the description omits any pagination guidance, leaving a notable gap given sub-50% parameter coverage.

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 only 40%, so the description should compensate for the undocumented 'limit', 'phase', and 'cursor' parameters. It only restates 'phase from 1 to 16', which the schema already constrains via min/max, and says nothing about pagination or result sizing via limit/cursor.

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?

The description uses a clear verb+resource ('List public free recipes') and adds scoping ('public free') plus a filter dimension. It lets an agent distinguish a list operation from the singular 'academy_recipe' sibling implicitly, though it never names the sibling explicitly.

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

Usage Guidelines2/5

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

There is no explicit when-to-use/when-not guidance and no mention of the 'academy_recipe' sibling that presumably fetches a single recipe. The only hint is that filtering by phase is optional, from which usage must be inferred.

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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