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TinyFn

by io.tinyfn

lorem_words

Generate lorem ipsum words.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNoNumber of words

Output Schema

TableJSON 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. Dates show when Glama detected each change.

  1. 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"
  2. 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"
  3. 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"
  4. 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"
  5. 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"
  6. 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"
  7. First observed

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states 'generate' and does not mention whether output is deterministic or random, whether words come from a fixed lorem ipsum passage, or any other behavioral traits beyond what the schema already communicates.

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 a single clear sentence with no filler, and the resource is front-loaded. It is appropriately concise for a simple generator, though it omits useful context about alternatives.

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?

For a one-parameter generator with an output schema, this is minimally viable. However, it does not distinguish the tool from lorem_words_2 or describe expected output behavior, leaving meaningful gaps for an agent deciding between closely related siblings.

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?

The input schema fully documents the only parameter, count, with min/max/default and a description ('Number of words'), so schema coverage is 100%. The tool description does not add meaningful parameter semantics beyond reconfirming that the output consists of lorem ipsum words.

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 specific verb (generate) and resource (lorem ipsum words), making the core purpose clear. However, it does not differentiate from sibling lorem_words_2 or clarify how it differs from generate_lorem, lorem_sentences, or lorem_paragraphs.

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 is provided on when to use this tool versus alternatives like lorem_words_2, lorem_sentences, or lorem_paragraphs. The selection decision is left entirely to the agent's inference from tool names.

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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TDQS

C2.3/5.0
Disambiguation2/5

Many tools have overlapping purposes, such as multiple random generators (random_integer, random_number), duplicate hashing functions (hash_md5, md5_checksum), and near-identical tools (compare, compare_2, compare_decimals). The sheer number of tools and lack of clear boundaries make it difficult for an agent to differentiate.

Naming Consistency1/5

Naming is highly inconsistent. There are duplicate tools with different names (camel_case vs to_camel_case, slug vs slugify), arbitrary suffixes like '_2', and mixing of patterns (e.g., generate_password vs password_entropy). No clear convention is followed.

Tool Count1/5

With 572 tools, the server is massively overpopulated for any coherent purpose. It includes trivial endpoints (true_endpoint, null, hello_world) and numerous duplicates, far exceeding a well-scoped utility set.

Completeness2/5

While the server covers many domains (math, strings, dates, colors, etc.), the presence of duplicate and trivial tools indicates a lack of thoughtful curation. There are gaps in basic operations (e.g., no dedicated file or network tools), and many tools are redundant.

Resources