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TinyFn

lorem_words

Generate lorem ipsum words.

Input Schema

NameRequiredDescriptionDefault
countNoNumber of words

Output Schema

NameRequiredDescriptionDefault
textYesWords joined as a single string
countYesNumber of words requested
wordsYesList of generated lorem ipsum words

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • removedOutput schema / $defs / LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • addedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"LoremWordsResponse"New value: +"app__routers__text_utils__LoremWordsResponse"
  2. Changed3 schema fields changed
    • addedOutput schema / $defs / LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • removedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"app__routers__text_utils__LoremWordsResponse"New value: +"LoremWordsResponse"
  3. Changed3 schema fields changed
    • removedOutput schema / $defs / LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • addedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"LoremWordsResponse"New value: +"app__routers__text_utils__LoremWordsResponse"
  4. Changed3 schema fields changed
    • addedOutput schema / $defs / LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • removedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"app__routers__text_utils__LoremWordsResponse"New value: +"LoremWordsResponse"
  5. Changed3 schema fields changed
    • removedOutput schema / $defs / LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • addedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"LoremWordsResponse"New value: +"app__routers__text_utils__LoremWordsResponse"
  6. Changed3 schema fields changed
    • addedOutput schema / $defs / LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • removedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"app__routers__text_utils__LoremWordsResponse"New value: +"LoremWordsResponse"
  7. Changed3 schema fields changed
    • removedOutput schema / $defs / LoremWordsResponse
      Removed value: -{
      -  "properties": {
      -    "count": {
      -      "description": "Number of words requested",
      -      "title": "Count",
      -      "type": "integer"
      -    },
      -    "text": {
      -      "description": "Words joined as a single string",
      -      "title": "Text",
      -      "type": "string"
      -    },
      -    "words": {
      -      "description": "List of generated lorem ipsum words",
      -      "items": {
      -        "type": "string"
      -      },
      -      "title": "Words",
      -      "type": "array"
      -    }
      -  },
      -  "required": [
      -    "words",
      -    "count",
      -    "text"
      -  ],
      -  "title": "LoremWordsResponse",
      -  "type": "object"
      -}
    • addedOutput schema / $defs / app__routers__text_utils__LoremWordsResponse
      Added value: +{
      +  "properties": {
      +    "count": {
      +      "description": "Number of words requested",
      +      "title": "Count",
      +      "type": "integer"
      +    },
      +    "text": {
      +      "description": "Words joined as a single string",
      +      "title": "Text",
      +      "type": "string"
      +    },
      +    "words": {
      +      "description": "List of generated lorem ipsum words",
      +      "items": {
      +        "type": "string"
      +      },
      +      "title": "Words",
      +      "type": "array"
      +    }
      +  },
      +  "required": [
      +    "words",
      +    "count",
      +    "text"
      +  ],
      +  "title": "LoremWordsResponse",
      +  "type": "object"
      +}
    • changedOutput schema / x-fastmcp-top-level-schema
      Previous value: -"LoremWordsResponse"New value: +"app__routers__text_utils__LoremWordsResponse"
  8. First observed

TDQS

C2.9/5.0
Behavior2/5

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

No annotations exist, so the description must fully disclose behavior. It only says 'generate lorem ipsum words' without mentioning randomness, output format, or reproducibility.

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 description is extremely concise with one sentence that captures the core purpose. It is front-loaded and efficient, though could be improved with slightly more detail.

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?

Given low tool complexity and presence of output schema, the description is minimally adequate but lacks details on output format or behavior. It does not fully exploit the available context.

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?

Schema coverage is 100% with a single 'count' parameter fully described. The description adds no additional meaning but does not contradict the schema.

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 clearly states the verb 'Generate' and the resource 'lorem ipsum words'. However, it does not differentiate from sibling tools like 'lorem_words_2' or 'generate_lorem'.

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?

No guidance on when to use this tool versus alternatives such as lorem_paragraphs, lorem_sentences, etc. No exclusions or context provided.

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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