User Intuition

Get Interview

get_interview

Read-onlyIdempotent

Get interview timing, stored format, current configured study language, and up to 100 spoken transcript segments bounded to about 20 KB of text. Use next_message_offset to fetch the next page. Each segment keeps its original turn ID and text_offset; system prompts and internal metadata are excluded.

Input Schema

Name	Required	Description
`interview_id`	Yes
`message_limit`	No
`message_offset`	No
`organization_id`	No	Organization for this operation and billing. Use list_organizations to choose an active membership.

Output Schema

Name	Required	Description	Default
`result`	Yes	The full requested interview.

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 22, 2026

changedInput schema / properties / organization_id / description

Previous value: -"Platform admins only: select an organization for this operation. Required when changing another organization’s study or using its wallet."New value: +"Organization for this operation and billing. Use list_organizations to choose an active membership."

Changed1 schema field changedOct 4, 2026

changedOutput schema / properties / result / properties / participant_source / enum

Previous value: -[
-  "byop",
-  "panel",
-  "external_panel",
-  "link",
-  "unknown"
-]New value: +[
+  "byop",
+  "panel",
+  "external_panel",
+  "link",
+  "synthetic",
+  "unknown"
+]

Changed1 schema field changedOct 1, 2026

addedInput schema / properties / organization_id

Added value: +{
+  "description": "Platform admins only: select an organization for this operation. Required when changing another organization’s study or using its wallet.",
+  "maxLength": 128,
+  "minLength": 1,
+  "type": "string"
+}

Changed22 schema fields changedSep 30, 2026

changedInput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

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

addedInput schema / properties / interview_id / pattern

Added value: +"^([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)$"

addedInput schema / properties / message_offset / maximum
```
Added value: +9007199254740991
```

changedOutput schema / $schema

Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"

changedOutput schema / properties / result / additionalProperties
```
Previous value: -trueNew value: +{}
```

changedOutput schema / properties / result / properties / duration_seconds / anyOf

Previous value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "maximum": 9007199254740991,
+    "minimum": -9007199254740991,
+    "type": "integer"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / properties / result / properties / ended_at / $ref
```
Removed value: -"#/properties/result/properties/started_at"
```
addedOutput schema / properties / result / properties / ended_at / description
```
Added value: +"ISO 8601 timestamp."
```
addedOutput schema / properties / result / properties / ended_at / type
```
Added value: +[
+  "string",
+  "null"
+]
```
removedOutput schema / properties / result / properties / language / $ref
```
Removed value: -"#/properties/result/properties/study_id"
```
addedOutput schema / properties / result / properties / language / type
```
Added value: +[
+  "string",
+  "null"
+]
```

changedOutput schema / properties / result / properties / messages / anyOf

Previous value: -[
-  {
-    "items": {
-      "additionalProperties": false,
-      "properties": {
-        "end_s": {
-          "type": "number"
-        },
-        "id": {
-          "type": "string"
-        },
-        "message": {
-          "type": "string"
-        },
-        "role": {
-          "enum": [
-            "participant",
-            "moderator"
-          ],
-          "type": "string"
-        },
-        "start_s": {
-          "type": "number"
-        },
-        "text_offset": {
-          "type": "integer"
-        }
-      },
-      "required": [
-        "id",
-        "role",
-        "message"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "end_s": {
+          "type": "number"
+        },
+        "id": {
+          "type": "string"
+        },
+        "message": {
+          "type": "string"
+        },
+        "role": {
+          "enum": [
+            "participant",
+            "moderator"
+          ],
+          "type": "string"
+        },
+        "start_s": {
+          "type": "number"
+        },
+        "text_offset": {
+          "maximum": 9007199254740991,
+          "minimum": -9007199254740991,
+          "type": "integer"
+        }
+      },
+      "required": [
+        "id",
+        "role",
+        "message"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / properties / result / properties / next_message_offset / anyOf

Previous value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "maximum": 9007199254740991,
+    "minimum": -9007199254740991,
+    "type": "integer"
+  },
+  {
+    "type": "null"
+  }
+]

changedOutput schema / properties / result / properties / participant / anyOf

Previous value: -[
-  {
-    "additionalProperties": true,
-    "properties": {
-      "email": {
-        "$ref": "#/properties/result/properties/study_id"
-      },
-      "id": {
-        "$ref": "#/properties/result/properties/study_id"
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "email": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "id": {
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / properties / result / properties / quality / $ref
```
Removed value: -"#/properties/result/properties/study_id"
```
addedOutput schema / properties / result / properties / quality / type
```
Added value: +[
+  "string",
+  "null"
+]
```

changedOutput schema / properties / result / properties / screener_responses / anyOf

Previous value: -[
-  {
-    "items": {
-      "additionalProperties": true,
-      "properties": {
-        "answer": {
-          "$ref": "#/properties/result/properties/study_id"
-        },
-        "question": {
-          "$ref": "#/properties/result/properties/study_id"
-        },
-        "type": {
-          "$ref": "#/properties/result/properties/study_id"
-        }
-      },
-      "type": "object"
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "additionalProperties": {},
+      "properties": {
+        "answer": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "question": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "type": {
+          "type": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / properties / result / properties / status / $ref
```
Removed value: -"#/properties/result/properties/study_id"
```
addedOutput schema / properties / result / properties / status / type
```
Added value: +[
+  "string",
+  "null"
+]
```
addedOutput schema / properties / result / properties / total_message_segments / maximum
```
Added value: +9007199254740991
```
addedOutput schema / properties / result / properties / total_message_segments / minimum
```
Added value: +-9007199254740991
```

First observedSep 30, 2026

TDQS

A3.7/5.0

Behavior4/5

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

Annotations already establish read-only, idempotent, non-destructive behavior, and the description adds substantive traits beyond them: a 100-segment hard cap, an approximate 20 KB text bound, exclusion of system prompts/internal metadata, and preservation of turn ID and text_offset per segment.

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?

Three dense sentences that front-load the payload contents before the paging instruction; nearly every clause carries information, with the only waste being the mismatched next_message_offset label.

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?

An output schema exists so return values need not be spelled out, and the description covers payload scope, size bounds, pagination, and content exclusions. Minor gaps remain around the offset field naming and error behavior for a bad interview_id.

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 coverage is only 25% (just organization_id), so the description must compensate; it partially does by implying the 100-segment ceiling and offset-based paging, but it never explains message_limit vs message_offset explicitly and references a name (next_message_offset) that does not match the schema (message_offset).

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+resource and enumerates exactly what a single interview record returns: timing, stored format, configured study language, and transcript segments. It is clearly distinct from list_interviews and get_interview_usage_stats, though it never explicitly says so.

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?

"Use next_message_offset to fetch the next page" is a genuine pagination hint, but the schema parameter is named message_offset, and no guidance is given for when to prefer this over list_interviews or how to combine message_limit with the ~20 KB cap.

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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