TinyFn

generate_password_2

Generate a secure random password.

Input Schema

TableJSON Schema

Name	Required	Description
`digits`	No	Include digits
`length`	No	Password length
`special`	No	Include special characters
`lowercase`	No	Include lowercase letters
`uppercase`	No	Include uppercase letters
`exclude_chars`	No	Additional characters to exclude
`exclude_ambiguous`	No	Exclude ambiguous chars (0O1lI)

Output Schema

TableJSON Schema

Name	Required	Description	Default
`error`	No
`length`	No
`password`	No
`charset_size`	No
`entropy_bits`	No

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

Changed3 schema fields changedAug 29, 2026

addedOutput schema / $defs / GeneratePasswordResponse

Added value: +{
+  "properties": {
+    "charset_size": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Charset Size"
+    },
+    "entropy_bits": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Entropy Bits"
+    },
+    "error": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Error"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Length"
+    },
+    "password": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Password"
+    }
+  },
+  "title": "GeneratePasswordResponse",
+  "type": "object"
+}

removedOutput schema / $defs / app__routers__password_utils__GeneratePasswordResponse

Removed value: -{
-  "properties": {
-    "charset_size": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Charset Size"
-    },
-    "entropy_bits": {
-      "anyOf": [
-        {
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Entropy Bits"
-    },
-    "error": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Error"
-    },
-    "length": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Length"
-    },
-    "password": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Password"
-    }
-  },
-  "title": "GeneratePasswordResponse",
-  "type": "object"
-}

changedOutput schema / x-fastmcp-top-level-schema

Previous value: -"app__routers__password_utils__GeneratePasswordResponse"New value: +"GeneratePasswordResponse"

Changed3 schema fields changedJul 27, 2026

removedOutput schema / $defs / GeneratePasswordResponse

Removed value: -{
-  "properties": {
-    "charset_size": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Charset Size"
-    },
-    "entropy_bits": {
-      "anyOf": [
-        {
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Entropy Bits"
-    },
-    "error": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Error"
-    },
-    "length": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Length"
-    },
-    "password": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Password"
-    }
-  },
-  "title": "GeneratePasswordResponse",
-  "type": "object"
-}

addedOutput schema / $defs / app__routers__password_utils__GeneratePasswordResponse

Added value: +{
+  "properties": {
+    "charset_size": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Charset Size"
+    },
+    "entropy_bits": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Entropy Bits"
+    },
+    "error": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Error"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Length"
+    },
+    "password": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Password"
+    }
+  },
+  "title": "GeneratePasswordResponse",
+  "type": "object"
+}

changedOutput schema / x-fastmcp-top-level-schema

Previous value: -"GeneratePasswordResponse"New value: +"app__routers__password_utils__GeneratePasswordResponse"

Changed3 schema fields changedJul 20, 2026

addedOutput schema / $defs / GeneratePasswordResponse

Added value: +{
+  "properties": {
+    "charset_size": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Charset Size"
+    },
+    "entropy_bits": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Entropy Bits"
+    },
+    "error": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Error"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Length"
+    },
+    "password": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Password"
+    }
+  },
+  "title": "GeneratePasswordResponse",
+  "type": "object"
+}

removedOutput schema / $defs / app__routers__password_utils__GeneratePasswordResponse

Removed value: -{
-  "properties": {
-    "charset_size": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Charset Size"
-    },
-    "entropy_bits": {
-      "anyOf": [
-        {
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Entropy Bits"
-    },
-    "error": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Error"
-    },
-    "length": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Length"
-    },
-    "password": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Password"
-    }
-  },
-  "title": "GeneratePasswordResponse",
-  "type": "object"
-}

changedOutput schema / x-fastmcp-top-level-schema

Previous value: -"app__routers__password_utils__GeneratePasswordResponse"New value: +"GeneratePasswordResponse"

Changed3 schema fields changedJul 17, 2026

removedOutput schema / $defs / GeneratePasswordResponse

Removed value: -{
-  "properties": {
-    "charset_size": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Charset Size"
-    },
-    "entropy_bits": {
-      "anyOf": [
-        {
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Entropy Bits"
-    },
-    "error": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Error"
-    },
-    "length": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Length"
-    },
-    "password": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Password"
-    }
-  },
-  "title": "GeneratePasswordResponse",
-  "type": "object"
-}

addedOutput schema / $defs / app__routers__password_utils__GeneratePasswordResponse

Added value: +{
+  "properties": {
+    "charset_size": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Charset Size"
+    },
+    "entropy_bits": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Entropy Bits"
+    },
+    "error": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Error"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Length"
+    },
+    "password": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Password"
+    }
+  },
+  "title": "GeneratePasswordResponse",
+  "type": "object"
+}

changedOutput schema / x-fastmcp-top-level-schema

Previous value: -"GeneratePasswordResponse"New value: +"app__routers__password_utils__GeneratePasswordResponse"

Changed3 schema fields changedJul 8, 2026

addedOutput schema / $defs / GeneratePasswordResponse

Added value: +{
+  "properties": {
+    "charset_size": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Charset Size"
+    },
+    "entropy_bits": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Entropy Bits"
+    },
+    "error": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Error"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Length"
+    },
+    "password": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Password"
+    }
+  },
+  "title": "GeneratePasswordResponse",
+  "type": "object"
+}

removedOutput schema / $defs / app__routers__password_utils__GeneratePasswordResponse

Removed value: -{
-  "properties": {
-    "charset_size": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Charset Size"
-    },
-    "entropy_bits": {
-      "anyOf": [
-        {
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Entropy Bits"
-    },
-    "error": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Error"
-    },
-    "length": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Length"
-    },
-    "password": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Password"
-    }
-  },
-  "title": "GeneratePasswordResponse",
-  "type": "object"
-}

changedOutput schema / x-fastmcp-top-level-schema

Previous value: -"app__routers__password_utils__GeneratePasswordResponse"New value: +"GeneratePasswordResponse"

Changed3 schema fields changedJul 2, 2026

removedOutput schema / $defs / GeneratePasswordResponse

Removed value: -{
-  "properties": {
-    "charset_size": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Charset Size"
-    },
-    "entropy_bits": {
-      "anyOf": [
-        {
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Entropy Bits"
-    },
-    "error": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Error"
-    },
-    "length": {
-      "anyOf": [
-        {
-          "type": "integer"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Length"
-    },
-    "password": {
-      "anyOf": [
-        {
-          "type": "string"
-        },
-        {
-          "type": "null"
-        }
-      ],
-      "title": "Password"
-    }
-  },
-  "title": "GeneratePasswordResponse",
-  "type": "object"
-}

addedOutput schema / $defs / app__routers__password_utils__GeneratePasswordResponse

Added value: +{
+  "properties": {
+    "charset_size": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Charset Size"
+    },
+    "entropy_bits": {
+      "anyOf": [
+        {
+          "type": "number"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Entropy Bits"
+    },
+    "error": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Error"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "integer"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Length"
+    },
+    "password": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ],
+      "title": "Password"
+    }
+  },
+  "title": "GeneratePasswordResponse",
+  "type": "object"
+}

changedOutput schema / x-fastmcp-top-level-schema

Previous value: -"GeneratePasswordResponse"New value: +"app__routers__password_utils__GeneratePasswordResponse"

First observedJun 27, 2026

TDQS

B3.3/5.0

Behavior3/5

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

No annotations exist, so the description carries the full transparency burden. It does disclose the core trait—secure random generation—but it does not explain what 'secure' means (e.g., cryptographic randomness), what happens if all character-class flags are disabled, or other edge-case behavior. With 7 optional parameters, this leaves notable behavioral gaps.

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 no filler; every word is meaningful. This is appropriately concise for a simple generation tool and wastes no space.

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?

The full parameter schema and presence of an output schema cover most invocation needs, and there are no required parameters. Even so, the lack of any distinction from closely related sibling tools and the absence of elaboration on 'secure' keep it from being fully 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?

Schema description coverage is 100%, so all 7 parameters are already self-documented with titles, defaults, and descriptions. The tool description adds no parameter-specific semantics beyond labeling the output as a password, which matches the baseline of 3.

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 names a specific action ('Generate') and object ('a secure random password'), making its purpose immediately clear. However, it does not explain how it differs from siblings like generate_password or random_password, so it stops short of the top score.

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 about when to choose this tool over the many sibling generators, such as generate_password, random_password, or generate_passphrase. There are no conditions, exclusions, or alternative names mentioned, leaving selection entirely to inference.

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.

generate_password_2

Input Schema

Output Schema

Schema Changelog

TDQS

Glama MCP Gateway

TDQS

Resources