Influship Influencer Marketing MCP

Get sample creator

get_sample_creator

Read-only

Use this when a user wants to see what Influship can return before linking an account.

Fetches one configured sample creator with social profile context. This is a preview tool and should not be used for search, discovery, matching, or comparison requests. After showing the preview, explain only that live creator discovery and comparison require connecting an existing Influship account. Do not discuss plans, pricing, credits, upgrades, or purchasing.

Input Schema

Name	Required	Description
`context`	Yes	Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as "a user", "the customer", or "an account". Example: "Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution."
`llm_model`	Yes	The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. "claude-opus-4-8", "gpt-5.2"). Used for analytics only. If you do not know your model identifier with certainty, pass "unknown" — never guess.
`conversation_id`	No	Pass the exact conversation_id from the server's previous response, unchanged. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it. Keep passing the same conversation_id for the rest of the conversation, including after later user messages or on a different task; do not reset it when the user starts a new request.

Output Schema

Name	Required	Description	Default
`view`	Yes
`posts`	Yes
`creator`	Yes
`postsUnavailable`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed5 schema fields changedNov 5, 2026

removedInput schema / additionalProperties
```
Removed value: -false
```

addedInput schema / properties / context

Added value: +{
+  "description": "Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as \"a user\", \"the customer\", or \"an account\". Example: \"Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution.\"",
+  "type": "string"
+}

addedInput schema / properties / conversation_id

Added value: +{
+  "description": "Pass the exact conversation_id from the server's previous response, unchanged. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it. Keep passing the same conversation_id for the rest of the conversation, including after later user messages or on a different task; do not reset it when the user starts a new request.",
+  "type": "string"
+}

addedInput schema / properties / llm_model

Added value: +{
+  "description": "The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. \"claude-opus-4-8\", \"gpt-5.2\"). Used for analytics only. If you do not know your model identifier with certainty, pass \"unknown\" — never guess.",
+  "type": "string"
+}

addedInput schema / required

Added value: +[
+  "context",
+  "llm_model"
+]

Changed30 schema fields changedOct 23, 2026
- removedOutput schema / properties / creator / properties / aiSummary / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / aiSummary / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / analysisUpdatedAt / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / analysisUpdatedAt / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / audienceSummary / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / audienceSummary / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / bio / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / bio / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / profiles / items / properties / dataUpdatedAt / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / profiles / items / properties / dataUpdatedAt / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / profiles / items / properties / engagementRate / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / profiles / items / properties / engagementRate / type
```
Added value: +[
+  "number",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / profiles / items / properties / followers / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / profiles / items / properties / followers / type
```
Added value: +[
+  "number",
+  "null"
+]
```
- removedOutput schema / properties / creator / properties / vibe / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / creator / properties / vibe / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / caption / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / caption / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / comments / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / comments / type
```
Added value: +[
+  "number",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / engagementRate / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / engagementRate / type
```
Added value: +[
+  "number",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / likes / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / likes / type
```
Added value: +[
+  "number",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / postedAt / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / postedAt / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / type / anyOf
```
Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / type / type
```
Added value: +[
+  "string",
+  "null"
+]
```
- removedOutput schema / properties / posts / items / properties / views / anyOf
```
Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
```
- addedOutput schema / properties / posts / items / properties / views / type
```
Added value: +[
+  "number",
+  "null"
+]
```

Changed7 schema fields changedAug 12, 2026

addedOutput schema / properties / creator / properties / analysisFactCount

Added value: +{
+  "anyOf": [
+    {
+      "maximum": 9007199254740991,
+      "minimum": 0,
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

addedOutput schema / properties / creator / properties / analysisUpdatedAt

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

removedOutput schema / properties / creator / properties / brandAlignment

Removed value: -{
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

removedOutput schema / properties / creator / properties / keyFacts

Removed value: -{
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

addedOutput schema / properties / creator / properties / profiles / items / properties / dataUpdatedAt

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

changedOutput schema / properties / creator / properties / profiles / items / required

Previous value: -[
-  "platform",
-  "username",
-  "url",
-  "followers",
-  "engagementRate",
-  "verified"
-]New value: +[
+  "platform",
+  "username",
+  "url",
+  "followers",
+  "engagementRate",
+  "verified",
+  "dataUpdatedAt"
+]

changedOutput schema / properties / creator / required

Previous value: -[
-  "id",
-  "name",
-  "bio",
-  "avatarUrl",
-  "aiSummary",
-  "audienceSummary",
-  "brandAlignment",
-  "contentThemes",
-  "keyFacts",
-  "vibe",
-  "profiles"
-]New value: +[
+  "id",
+  "name",
+  "bio",
+  "avatarUrl",
+  "aiSummary",
+  "analysisUpdatedAt",
+  "analysisFactCount",
+  "audienceSummary",
+  "contentThemes",
+  "vibe",
+  "profiles"
+]

Changed14 schema fields changedAug 11, 2026

changedOutput schema / additionalProperties
```
Previous value: -{}New value: +false
```

removedOutput schema / properties / count

Removed value: -{
-  "type": "number"
-}

addedOutput schema / properties / creator

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "aiSummary": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "audienceSummary": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "avatarUrl": {
+      "anyOf": [
+        {
+          "format": "uri",
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "bio": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "brandAlignment": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "contentThemes": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "id": {
+      "format": "uuid",
+      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
+      "type": "string"
+    },
+    "keyFacts": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "name": {
+      "type": "string"
+    },
+    "profiles": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "engagementRate": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "followers": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "platform": {
+            "type": "string"
+          },
+          "url": {
+            "anyOf": [
+              {
+                "format": "uri",
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "username": {
+            "type": "string"
+          },
+          "verified": {
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "platform",
+          "username",
+          "url",
+          "followers",
+          "engagementRate",
+          "verified"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "vibe": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "required": [
+    "id",
+    "name",
+    "bio",
+    "avatarUrl",
+    "aiSummary",
+    "audienceSummary",
+    "brandAlignment",
+    "contentThemes",
+    "keyFacts",
+    "vibe",
+    "profiles"
+  ],
+  "type": "object"
+}

removedOutput schema / properties / data
```
Removed value: -{}
```

removedOutput schema / properties / has_more

Removed value: -{
-  "type": "boolean"
-}

removedOutput schema / properties / next_cursor

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}

removedOutput schema / properties / not_found

Removed value: -{
-  "items": {},
-  "type": "array"
-}

removedOutput schema / properties / ok

Removed value: -{
-  "type": "boolean"
-}

addedOutput schema / properties / posts

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "caption": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "comments": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "engagementRate": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "id": {
+        "type": "string"
+      },
+      "likes": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "platform": {
+        "type": "string"
+      },
+      "postedAt": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "thumbnailUrl": {
+        "anyOf": [
+          {
+            "format": "uri",
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "type": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "url": {
+        "anyOf": [
+          {
+            "format": "uri",
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "views": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "id",
+      "platform",
+      "url",
+      "postedAt",
+      "type",
+      "caption",
+      "thumbnailUrl",
+      "likes",
+      "comments",
+      "views",
+      "engagementRate"
+    ],
+    "type": "object"
+  },
+  "maxItems": 6,
+  "type": "array"
+}

addedOutput schema / properties / postsUnavailable
```
Added value: +{
+  "type": "boolean"
+}
```

removedOutput schema / properties / results

Removed value: -{
-  "items": {},
-  "type": "array"
-}

removedOutput schema / properties / suggested_followups

Removed value: -{
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "reason": {
-        "type": "string"
-      },
-      "tool": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "tool",
-      "reason"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}

addedOutput schema / properties / view

Added value: +{
+  "const": "profile",
+  "type": "string"
+}

addedOutput schema / required

Added value: +[
+  "view",
+  "creator",
+  "posts",
+  "postsUnavailable"
+]

First observedMay 28, 2026

TDQS

A4.3/5.0

Behavior4/5

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

Annotations already declare readOnly/non-destructive/closed-world, so the added value here is that this is a single fixed sample rather than live data and that live discovery is gated behind account linking. It also constrains agent behavior post-call (no plans, pricing, credits, upgrades, purchasing). It does not describe the response shape, but an output schema exists so that burden is lower.

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?

Four short sentences, front-loaded with the trigger, then the mechanics, then the exclusion, then the post-call constraint. It is efficient, though the final policy sentence is slightly prescriptive rather than descriptive.

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 read-only single-record preview with annotations covering safety, a full schema, and an output schema, the description covers purpose, boundaries, and required follow-up. Only the return content itself is unaddressed, which the output schema handles.

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%, with context, llm_model, and conversation_id all thoroughly documented in-schema, including the conversation_id handoff rule. The description adds nothing about parameters, which is acceptable but is the baseline only.

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 ('Fetches one configured sample creator with social profile context') and immediately frames it as a preview tool, which separates it from search/match/comparison siblings like search_creators and match_creators.

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 trigger ('when a user wants to see what Influship can return before linking an account') and explicit exclusions ('should not be used for search, discovery, matching, or comparison requests'), plus the required follow-up framing about needing an account.

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

All Influship Influencer Marketing MCP tools Inspect

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