Skip to main content
Glama

Discover featured authors

get_highlighted_authors
Read-onlyIdempotent

List up to 50 public profiles of authors Synoptic features (isHighlighted), for discovery when no particular author is named. Not paginated. Use get_user or get_user_by_id for a known author.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
itemsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • removedOutput schema / properties / items / items / properties / medalsCount
      Removed value: -{
      -  "type": "number"
      -}
    • changedOutput schema / properties / items / items / required
      Previous value: -[
      -  "id",
      -  "username",
      -  "fullName",
      -  "createdAt",
      -  "followingCount",
      -  "followersCount",
      -  "medalsCount",
      -  "isHighlighted"
      -]New value: +[
      +  "id",
      +  "username",
      +  "fullName",
      +  "createdAt",
      +  "followingCount",
      +  "followersCount",
      +  "isHighlighted"
      +]
  2. Changed2 schema fields changed
    • changedOutput schema / properties / items / items / properties / avatar / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "bucket": {
      -        "description": "S3 bucket holding the image",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "height": {
      -        "anyOf": [
      -          {
      -            "exclusiveMinimum": 0,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "description": "Height in pixels"
      -      },
      -      "key": {
      -        "description": "Storage key of the image",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "region": {
      -        "description": "AWS region of the bucket",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "type": {
      -        "description": "MIME type, such as image/png",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "width": {
      -        "anyOf": [
      -          {
      -            "exclusiveMinimum": 0,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "description": "Width in pixels"
      -      }
      -    },
      -    "required": [
      -      "bucket",
      -      "key",
      -      "region",
      -      "type"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "bucket": {
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "height": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ]
      +      },
      +      "key": {
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "region": {
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "type": {
      +        "description": "MIME type, such as image/png",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "width": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ]
      +      }
      +    },
      +    "required": [
      +      "bucket",
      +      "key",
      +      "region",
      +      "type"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • changedOutput schema / properties / items / items / properties / backgroundImage / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "bucket": {
      -        "description": "S3 bucket holding the image",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "height": {
      -        "anyOf": [
      -          {
      -            "exclusiveMinimum": 0,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "description": "Height in pixels"
      -      },
      -      "key": {
      -        "description": "Storage key of the image",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "region": {
      -        "description": "AWS region of the bucket",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "type": {
      -        "description": "MIME type, such as image/png",
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "width": {
      -        "anyOf": [
      -          {
      -            "exclusiveMinimum": 0,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ],
      -        "description": "Width in pixels"
      -      }
      -    },
      -    "required": [
      -      "bucket",
      -      "key",
      -      "region",
      -      "type"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "bucket": {
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "height": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ]
      +      },
      +      "key": {
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "region": {
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "type": {
      +        "description": "MIME type, such as image/png",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "width": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ]
      +      }
      +    },
      +    "required": [
      +      "bucket",
      +      "key",
      +      "region",
      +      "type"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
  3. Changed9 schema fields changed
    • changedOutput schema / properties / items / items / properties / avatar / anyOf
      Previous value: -[
      -  {
      -    "additionalProperties": false,
      -    "properties": {
      -      "bucket": {
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "height": {
      -        "anyOf": [
      -          {
      -            "exclusiveMinimum": 0,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ]
      -      },
      -      "key": {
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "region": {
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "type": {
      -        "minLength": 1,
      -        "type": "string"
      -      },
      -      "width": {
      -        "anyOf": [
      -          {
      -            "exclusiveMinimum": 0,
      -            "type": "integer"
      -          },
      -          {
      -            "type": "null"
      -          }
      -        ]
      -      }
      -    },
      -    "required": [
      -      "bucket",
      -      "key",
      -      "region",
      -      "type"
      -    ],
      -    "type": "object"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "bucket": {
      +        "description": "S3 bucket holding the image",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "height": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "description": "Height in pixels"
      +      },
      +      "key": {
      +        "description": "Storage key of the image",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "region": {
      +        "description": "AWS region of the bucket",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "type": {
      +        "description": "MIME type, such as image/png",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "width": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "description": "Width in pixels"
      +      }
      +    },
      +    "required": [
      +      "bucket",
      +      "key",
      +      "region",
      +      "type"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • addedOutput schema / properties / items / items / properties / avatar / description
      Added value: +"Profile image; null when none is set"
    • changedOutput schema / properties / items / items / properties / backgroundImage / anyOf
      Previous value: -[
      -  {
      -    "$ref": "#/properties/items/items/properties/avatar/anyOf/0"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]New value: +[
      +  {
      +    "additionalProperties": false,
      +    "properties": {
      +      "bucket": {
      +        "description": "S3 bucket holding the image",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "height": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "description": "Height in pixels"
      +      },
      +      "key": {
      +        "description": "Storage key of the image",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "region": {
      +        "description": "AWS region of the bucket",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "type": {
      +        "description": "MIME type, such as image/png",
      +        "minLength": 1,
      +        "type": "string"
      +      },
      +      "width": {
      +        "anyOf": [
      +          {
      +            "exclusiveMinimum": 0,
      +            "type": "integer"
      +          },
      +          {
      +            "type": "null"
      +          }
      +        ],
      +        "description": "Width in pixels"
      +      }
      +    },
      +    "required": [
      +      "bucket",
      +      "key",
      +      "region",
      +      "type"
      +    ],
      +    "type": "object"
      +  },
      +  {
      +    "type": "null"
      +  }
      +]
    • addedOutput schema / properties / items / items / properties / backgroundImage / description
      Added value: +"Profile background image; null when none is set"
    • addedOutput schema / properties / items / items / properties / followersCount / description
      Added value: +"Users following this user"
    • addedOutput schema / properties / items / items / properties / followingCount / description
      Added value: +"Users this user follows; excludes streams"
    • addedOutput schema / properties / items / items / properties / id / description
      Added value: +"Synoptic user ID for follow_user, is_following_user or get_user_by_id"
    • addedOutput schema / properties / items / items / properties / isHighlighted / description
      Added value: +"Featured by Synoptic; listed by get_highlighted_authors"
    • addedOutput schema / properties / items / items / properties / xComHandle / description
      Added value: +"Verified X handle linked to this profile, without @"
  4. First observed

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, open-world. The description adds useful behavioral context beyond them: a hard cap of 50 results, no pagination, and the isHighlighted filter semantics. It doesn't explain ordering or what happens if fewer than 50 exist, but the annotation coverage lowers the bar.

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?

Three short sentences, front-loaded with the core scope (count + which authors), then pagination behavior, then routing to alternatives. Zero waste.

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?

With an output schema present, return-value detail is unnecessary. Annotations cover safety, and the description covers scope, filtering semantics, pagination absence, and routing. Complete for a no-arg discovery tool.

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

Parameters4/5

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

The tool takes zero parameters (empty object, additionalProperties false), so there is nothing for the description to disambiguate; baseline 4 applies. The description correctly implies no filtering arguments are accepted.

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?

States a specific verb (List) and resource (public profiles of featured/highlighted authors), plus the exact scope (up to 50, no pagination). It explicitly contrasts with get_user and get_user_by_id, so an agent can distinguish it from siblings without inspecting schemas.

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?

Gives an explicit when-to-use condition (discovery when no particular author is named) and names the alternatives to use instead for a known author (get_user / get_user_by_id). Nothing is left to inference.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources