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Similar Creators

post_waveinflu_similar_creators
Read-onlyIdempotent

Finds creators similar to a seed account on Instagram, TikTok, or YouTube. platform and target_account are required; add limit (1–100, default 40) and optional filters (regions, languages, follower and play-count ranges, gender, ethnicity, creator type, face visibility, workspace dedup). Each match returns a rich profile: biography, email, followerCount, averagePlayCount / medianPlayCount, averageEngagementRate / medianEngagementRate, plus AI-inferred gender, ageRange, ethnicity, faceVisibility, accountPositioning tags, and an aiDescription, with a relevance score. Results are sorted by score descending. Billing is per delivered creator (data.count).

Usage-based billing; Default request estimate: $0.124425 USD (not a fixed price). Declared unit rate: $0.004977 USD per similar_creator_point. Account-specific pricing and final settlement may differ.

Input Schema

NameRequiredDescriptionDefault
bodyYes

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed7 schema fields changed
    • addedInput schema / additionalProperties
      Added value: +false
    • addedInput schema / properties / body
      Added value: +{
+  "properties": {
+    "filters": {
+      "description": "Optional filters applied before matching. All fields are optional.",
+      "properties": {
+        "creatorTypes": {
+          "description": "Creator account types, e.g. [\"individual\", \"brand\"].",
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "ethnicities": {
+          "description": "Inferred creator ethnicities.",
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "faceVisibilities": {
+          "description": "Face-visibility classifications, e.g. [\"clear_face\", \"mixed\", \"no_face\"].",
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "genders": {
+          "description": "Inferred creator genders, e.g. [\"female\", \"male\"].",
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "languages": {
+          "description": "Creator languages, e.g. [\"en\", \"ja\", \"zh-cn\"].",
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "maxFollowers": {
+          "description": "Maximum follower / subscriber count.",
+          "type": "number"
+        },
+        "maxPlayCount": {
+          "description": "Maximum play / view count, measured by `playCountMetric`.",
+          "type": "number"
+        },
+        "minFollowers": {
+          "description": "Minimum follower / subscriber count.",
+          "type": "number"
+        },
+        "minPlayCount": {
+          "description": "Minimum play / view count, measured by `playCountMetric`.",
+          "type": "number"
+        },
+        "playCountMetric": {
+          "description": "Whether `minPlayCount` / `maxPlayCount` are compared against the median or the average play count.",
+          "enum": [
+            "median",
+            "average"
+          ],
+          "type": "string"
+        },
+        "regions": {
+          "description": "Creator regions (ISO country codes), e.g. [\"US\", \"GB\", \"JP\"].",
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "workspaceDeduplicationEnabled": {
+          "description": "When true, creators already saved in your workspace are excluded from the results.",
+          "type": "boolean"
+        }
+      },
+      "type": "object"
+    },
+    "limit": {
+      "default": 25,
+      "description": "Maximum number of creators to return. Default 25, range 1–100. Caps the billed count.",
+      "example": 10,
+      "maximum": 100,
+      "minimum": 1,
+      "type": "integer"
+    },
+    "platform": {
+      "default": "youtube",
+      "description": "Target platform.",
+      "enum": [
+        "instagram",
+        "tiktok",
+        "youtube"
+      ],
+      "example": "instagram",
+      "type": "string"
+    },
+    "target_account": {
+      "description": "Seed account: a creator handle (with or without @) or profile URL to find similar creators for.",
+      "example": "@onkimia",
+      "type": "string"
+    }
+  },
+  "required": [
+    "target_account"
+  ],
+  "type": "object"
+}
    • removedInput schema / properties / filters
      Removed value: -{
-  "description": "Optional filters applied before matching. All fields are optional.",
-  "properties": {
-    "creatorTypes": {
-      "description": "Creator account types, e.g. [\"individual\", \"brand\"].",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "ethnicities": {
-      "description": "Inferred creator ethnicities.",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "faceVisibilities": {
-      "description": "Face-visibility classifications, e.g. [\"clear_face\", \"mixed\", \"no_face\"].",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "genders": {
-      "description": "Inferred creator genders, e.g. [\"female\", \"male\"].",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "languages": {
-      "description": "Creator languages, e.g. [\"en\", \"ja\", \"zh-cn\"].",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "maxFollowers": {
-      "description": "Maximum follower / subscriber count.",
-      "type": "number"
-    },
-    "maxPlayCount": {
-      "description": "Maximum play / view count, measured by `playCountMetric`.",
-      "type": "number"
-    },
-    "minFollowers": {
-      "description": "Minimum follower / subscriber count.",
-      "type": "number"
-    },
-    "minPlayCount": {
-      "description": "Minimum play / view count, measured by `playCountMetric`.",
-      "type": "number"
-    },
-    "playCountMetric": {
-      "description": "Whether `minPlayCount` / `maxPlayCount` are compared against the median or the average play count.",
-      "enum": [
-        "median",
-        "average"
-      ],
-      "type": "string"
-    },
-    "regions": {
-      "description": "Creator regions (ISO country codes), e.g. [\"US\", \"GB\", \"JP\"].",
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "workspaceDeduplicationEnabled": {
-      "description": "When true, creators already saved in your workspace are excluded from the results.",
-      "type": "boolean"
-    }
-  },
-  "type": "object"
-}
    • removedInput schema / properties / limit
      Removed value: -{
-  "default": 25,
-  "maximum": 100,
-  "minimum": 1,
-  "type": "integer"
-}
    • removedInput schema / properties / platform
      Removed value: -{
-  "default": "youtube",
-  "enum": [
-    "instagram",
-    "tiktok",
-    "youtube"
-  ],
-  "type": "string"
-}
    • removedInput schema / properties / target_account
      Removed value: -{
-  "description": "Seed account: a creator handle (with or without @) or profile URL to find similar creators for.",
-  "example": "@onkimia",
-  "type": "string"
-}
    • changedInput schema / required
      Previous value: -[
-  "target_account"
-]New value: +[
+  "body"
+]
  2. Changed8 schema fields changed
    • changedInput schema / properties / limit / default
      Previous value: -40New value: +25
    • removedInput schema / properties / limit / description
      Removed value: -"Maximum number of creators to return. Default 40, range 1–100. Caps the billed count."
    • removedInput schema / properties / limit / example
      Removed value: -10
    • changedInput schema / properties / limit / type
      Previous value: -"number"New value: +"integer"
    • addedInput schema / properties / platform / default
      Added value: +"youtube"
    • removedInput schema / properties / platform / description
      Removed value: -"Target platform."
    • removedInput schema / properties / platform / example
      Removed value: -"instagram"
    • changedInput schema / required
      Previous value: -[
-  "platform",
-  "target_account"
-]New value: +[
+  "target_account"
+]
  3. Changed8 schema fields changed
    • changedInput schema / properties / limit / default
      Previous value: -25New value: +40
    • addedInput schema / properties / limit / description
      Added value: +"Maximum number of creators to return. Default 40, range 1–100. Caps the billed count."
    • addedInput schema / properties / limit / example
      Added value: +10
    • changedInput schema / properties / limit / type
      Previous value: -"integer"New value: +"number"
    • removedInput schema / properties / platform / default
      Removed value: -"youtube"
    • addedInput schema / properties / platform / description
      Added value: +"Target platform."
    • addedInput schema / properties / platform / example
      Added value: +"instagram"
    • changedInput schema / required
      Previous value: -[
-  "target_account"
-]New value: +[
+  "platform",
+  "target_account"
+]
  4. Changed8 schema fields changed
    • changedInput schema / properties / limit / default
      Previous value: -40New value: +25
    • removedInput schema / properties / limit / description
      Removed value: -"Maximum number of creators to return. Default 40, range 1–100. Caps the billed count."
    • removedInput schema / properties / limit / example
      Removed value: -10
    • changedInput schema / properties / limit / type
      Previous value: -"number"New value: +"integer"
    • addedInput schema / properties / platform / default
      Added value: +"youtube"
    • removedInput schema / properties / platform / description
      Removed value: -"Target platform."
    • removedInput schema / properties / platform / example
      Removed value: -"instagram"
    • changedInput schema / required
      Previous value: -[
-  "platform",
-  "target_account"
-]New value: +[
+  "target_account"
+]
  5. Changed21 schema fields changed
    • removedInput schema / properties / contentDirection
      Removed value: -{
-  "description": "Natural-language description of the creator type you are looking for. Max 800 characters.",
-  "example": "consumer tech creators covering AI apps, Android phones, productivity gadgets, and honest product reviews",
-  "maxLength": 800,
-  "type": "string"
-}
    • addedInput schema / properties / filters / description
      Added value: +"Optional filters applied before matching. All fields are optional."
    • addedInput schema / properties / filters / properties / creatorTypes
      Added value: +{
+  "description": "Creator account types, e.g. [\"individual\", \"brand\"].",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
    • addedInput schema / properties / filters / properties / ethnicities
      Added value: +{
+  "description": "Inferred creator ethnicities.",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
    • addedInput schema / properties / filters / properties / faceVisibilities
      Added value: +{
+  "description": "Face-visibility classifications, e.g. [\"clear_face\", \"mixed\", \"no_face\"].",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
    • addedInput schema / properties / filters / properties / genders
      Added value: +{
+  "description": "Inferred creator genders, e.g. [\"female\", \"male\"].",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
    • addedInput schema / properties / filters / properties / maxPlayCount
      Added value: +{
+  "description": "Maximum play / view count, measured by `playCountMetric`.",
+  "type": "number"
+}
    • removedInput schema / properties / filters / properties / maxVideosAverageViews
      Removed value: -{
-  "description": "Maximum average view / play count.",
-  "type": "number"
-}
    • addedInput schema / properties / filters / properties / minPlayCount
      Added value: +{
+  "description": "Minimum play / view count, measured by `playCountMetric`.",
+  "type": "number"
+}
    • removedInput schema / properties / filters / properties / minVideosAverageViews
      Removed value: -{
-  "description": "Minimum average view / play count.",
-  "type": "number"
-}
    • addedInput schema / properties / filters / properties / playCountMetric
      Added value: +{
+  "description": "Whether `minPlayCount` / `maxPlayCount` are compared against the median or the average play count.",
+  "enum": [
+    "median",
+    "average"
+  ],
+  "type": "string"
+}
    • changedInput schema / properties / filters / properties / regions / description
      Previous value: -"Creator regions, e.g. [\"US\", \"GB\", \"JP\"]."New value: +"Creator regions (ISO country codes), e.g. [\"US\", \"GB\", \"JP\"]."
    • addedInput schema / properties / filters / properties / workspaceDeduplicationEnabled
      Added value: +{
+  "description": "When true, creators already saved in your workspace are excluded from the results.",
+  "type": "boolean"
+}
    • changedInput schema / properties / limit / default
      Previous value: -25New value: +40
    • changedInput schema / properties / limit / description
      Previous value: -"Maximum number of creators to return. Default 25, range 1–100."New value: +"Maximum number of creators to return. Default 40, range 1–100. Caps the billed count."
    • changedInput schema / properties / platform / description
      Previous value: -"Target platform. Currently supports youtube and tiktok."New value: +"Target platform."
    • changedInput schema / properties / platform / enum
      Previous value: -[
-  "youtube",
-  "tiktok"
-]New value: +[
+  "instagram",
+  "tiktok",
+  "youtube"
+]
    • changedInput schema / properties / platform / example
      Previous value: -"youtube"New value: +"instagram"
    • removedInput schema / properties / seedProfileUrl
      Removed value: -{
-  "description": "YouTube or TikTok creator profile URL as the seed for matching.",
-  "example": "https://www.youtube.com/@mkbhd",
-  "type": "string"
-}
    • addedInput schema / properties / target_account
      Added value: +{
+  "description": "Seed account: a creator handle (with or without @) or profile URL to find similar creators for.",
+  "example": "@onkimia",
+  "type": "string"
+}
    • changedInput schema / required
      Previous value: -[
-  "platform"
-]New value: +[
+  "platform",
+  "target_account"
+]
  6. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, open-world, non-destructive), so the bar is lower. The description adds genuinely useful context beyond them: per-delivered-creator billing tied to data.count, score-descending sort, and workspace-dedup behavior. Auth/rate-limit behavior is still absent, keeping it from a 5.

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?

Front-loaded with the core purpose, then parameters, return fields, sorting, and billing in a single dense paragraph. Every sentence carries information, though the return-field enumeration is somewhat list-heavy against an existing output schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a nested, complex tool with an output schema, the description covers required params, optional filters, dedup, sort order, and billing. Return values are enumerated even though the output schema handles them, so nothing an agent needs is missing, but the incorrect limit default is a completeness flaw.

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 description compensates for the low top-level schema coverage by naming the required fields and enumerating the filter categories. However, it states a `limit` default of 40 while the schema declares a default of 25, a factual mismatch that could mislead the agent, and it largely restates what the nested schema descriptions already document.

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 and resource ('Finds creators similar to a seed account') plus the exact platforms (Instagram, TikTok, YouTube). This clearly distinguishes it from siblings like ai_search, email_lookup, and search without opening any schema.

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

Usage Guidelines3/5

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

It tells the agent which parameters are required and which are optional, which implies the invocation pattern, but it never states when to choose this over siblings like post_waveinflu_ai_search or when not to use it. Usage context is implied rather than explicit.

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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