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AceDataCloud

AiChat MCP Server

Official
by AceDataCloud
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

aichat_create_conversation_v2

Create, retrieve, update, or delete AI chat conversations through the AiChat v2 endpoint, with options for async processing, model selection, and pagination.

Instructions

Create/manage conversations via AiChat v2 endpoint.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNoConversation ID. Required for retrieve/update/delete actions.
asyncNoWhether to process the request asynchronously.
limitNoPagination limit for retrieve_batch.
modelNoModel to use for the request.gpt-4.1
titleNoConversation title.
actionNoOperation to perform: chat (default), retrieve, retrieve_batch, update, or delete.chat
offsetNoPagination offset for retrieve_batch.
presetNoOptional preset model configuration.
messageNoMessage payload as a string or structured content array.
user_idNoFilter or associate by user ID.
messagesNoConversation messages for update/action workflows.
questionNoQuestion text for chat action.
statefulNoWhether to use stateful conversation mode.
max_turnsNoMaximum number of turns for conversation history.
referencesNoOptional list of reference sources.
model_groupNoProvider group filter for retrieve_batch.
callback_urlNoWebhook URL to receive async completion callbacks.
tool_resultsNoTool call results for follow-up turns.
allowed_skillsNoOptional list of skills the agent may use.
application_idNoFilter or associate by application ID.
unattended_policyNoOptional unattended-execution policy configuration.
allowed_mcp_serversNoOptional list of MCP servers the agent may use.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv0.1.7
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-4",
-  "gpt-4.1",
-  "gpt-4.1-mini",
-  "gpt-4.1-nano",
-  "gpt-4o",
-  "gpt-4o-2024-05-13",
-  "gpt-4o-all",
-  "gpt-4o-image",
-  "gpt-4o-mini",
-  "gpt-5-all",
-  "gpt-5.1-all",
-  "gpt-5.2-pro",
-  "gpt-5.4-mini",
-  "gpt-5.4-nano",
-  "gpt-image-1",
-  "claude-3-5-haiku-20241022",
-  "claude-3-5-sonnet-20240620",
-  "claude-3-5-sonnet-20241022",
-  "claude-3-7-sonnet-20250219",
-  "claude-3-haiku-20240307",
-  "claude-3-sonnet-20240229",
-  "claude-fable-5",
-  "claude-haiku-4-5-20251001",
-  "claude-opus-4-1-20250805",
-  "claude-opus-4-20250514",
-  "claude-opus-4-5-20251101",
-  "claude-opus-4-6",
-  "claude-opus-5",
-  "claude-opus-4-8",
-  "claude-opus-4-7",
-  "claude-sonnet-5",
-  "claude-sonnet-4-20250514",
-  "claude-sonnet-4-5-20250929",
-  "claude-sonnet-4-6",
-  "gemini-3.7-flash",
-  "gemini-3.6-flash",
-  "gemini-3.5-flash",
-  "gemini-3.5-flash-lite",
-  "gemini-3.1-flash-lite",
-  "gemini-3.1-pro-preview",
-  "gemini-3-flash-preview",
-  "gemini-2.5-pro",
-  "gemini-2.5-flash",
-  "gemini-2.5-flash-lite",
-  "grok-3",
-  "grok-3-fast",
-  "grok-4",
-  "grok-4-0709",
-  "grok-4.5",
-  "deepseek-chat",
-  "deepseek-r1",
-  "deepseek-r1-0528",
-  "deepseek-reasoner",
-  "deepseek-v3",
-  "deepseek-v3-250324",
-  "deepseek-v3.2-exp",
-  "deepseek-v4-flash",
-  "deepseek-v4-pro",
-  "kimi-k3",
-  "kimi-k2.6",
-  "kimi-k2-thinking",
-  "kimi-k2-thinking-turbo",
-  "kimi-k2.5",
-  "glm-3-turbo",
-  "glm-4.5",
-  "glm-4.5v",
-  "glm-4.6",
-  "glm-4.7",
-  "glm-5",
-  "glm-5-turbo",
-  "glm-5.3",
-  "glm-5.1",
-  "glm-5.2",
-  "o1",
-  "o1-mini",
-  "o1-pro",
-  "o3",
-  "o3-mini",
-  "o3-pro",
-  "o4-mini"
-]New value: +[
+  "gpt-6-astra",
+  "gpt-4",
+  "gpt-4.1",
+  "gpt-4.1-mini",
+  "gpt-4.1-nano",
+  "gpt-4o",
+  "gpt-4o-2024-05-13",
+  "gpt-4o-all",
+  "gpt-4o-image",
+  "gpt-4o-mini",
+  "gpt-5-all",
+  "gpt-5.1-all",
+  "gpt-5.2-pro",
+  "gpt-5.4-mini",
+  "gpt-5.4-nano",
+  "gpt-image-1",
+  "claude-3-5-haiku-20241022",
+  "claude-3-5-sonnet-20240620",
+  "claude-3-5-sonnet-20241022",
+  "claude-3-7-sonnet-20250219",
+  "claude-3-haiku-20240307",
+  "claude-3-sonnet-20240229",
+  "claude-fable-5-1",
+  "claude-fable-5",
+  "claude-haiku-4-5-20251001",
+  "claude-opus-4-1-20250805",
+  "claude-opus-4-20250514",
+  "claude-opus-4-5-20251101",
+  "claude-opus-4-6",
+  "claude-opus-5",
+  "claude-opus-4-8",
+  "claude-opus-4-7",
+  "claude-sonnet-5",
+  "claude-sonnet-4-20250514",
+  "claude-sonnet-4-5-20250929",
+  "claude-sonnet-4-6",
+  "gemini-3.7-flash",
+  "gemini-3.6-flash",
+  "gemini-3.5-flash",
+  "gemini-3.5-flash-lite",
+  "gemini-3.1-flash-lite",
+  "gemini-3.1-pro-preview",
+  "gemini-3-flash-preview",
+  "gemini-2.5-pro",
+  "gemini-2.5-flash",
+  "gemini-2.5-flash-lite",
+  "grok-3",
+  "grok-3-fast",
+  "grok-4",
+  "grok-4-0709",
+  "grok-4.5",
+  "deepseek-chat",
+  "deepseek-r1",
+  "deepseek-r1-0528",
+  "deepseek-reasoner",
+  "deepseek-v3",
+  "deepseek-v3-250324",
+  "deepseek-v3.2-exp",
+  "deepseek-v4-flash",
+  "deepseek-v4-pro",
+  "kimi-k3",
+  "kimi-k2.6",
+  "kimi-k2-thinking",
+  "kimi-k2-thinking-turbo",
+  "kimi-k2.5",
+  "glm-3-turbo",
+  "glm-4.5",
+  "glm-4.5v",
+  "glm-4.6",
+  "glm-4.7",
+  "glm-5",
+  "glm-5-turbo",
+  "glm-5.3",
+  "glm-5.1",
+  "glm-5.2",
+  "o1",
+  "o1-mini",
+  "o1-pro",
+  "o3",
+  "o3-mini",
+  "o3-pro",
+  "o4-mini"
+]
  2. Changed1 schema field changedv0.1.6
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-4",
-  "gpt-4.1",
-  "gpt-4.1-mini",
-  "gpt-4.1-nano",
-  "gpt-4o",
-  "gpt-4o-2024-05-13",
-  "gpt-4o-all",
-  "gpt-4o-image",
-  "gpt-4o-mini",
-  "gpt-5-all",
-  "gpt-5.1-all",
-  "gpt-5.2-pro",
-  "gpt-5.4-mini",
-  "gpt-5.4-nano",
-  "gpt-5.6-luna",
-  "gpt-5.6-sol",
-  "gpt-5.6-terra",
-  "gpt-image-1",
-  "claude-3-5-haiku-20241022",
-  "claude-3-5-sonnet-20240620",
-  "claude-3-5-sonnet-20241022",
-  "claude-3-7-sonnet-20250219",
-  "claude-3-haiku-20240307",
-  "claude-3-sonnet-20240229",
-  "claude-fable-5",
-  "claude-haiku-4-5-20251001",
-  "claude-opus-4-1-20250805",
-  "claude-opus-4-20250514",
-  "claude-opus-4-5-20251101",
-  "claude-opus-4-6",
-  "claude-opus-5",
-  "claude-opus-4-8",
-  "claude-opus-4-7",
-  "claude-sonnet-5",
-  "claude-sonnet-4-20250514",
-  "claude-sonnet-4-5-20250929",
-  "claude-sonnet-4-6",
-  "gemini-2.0-flash-lite",
-  "gemini-2.0-flash",
-  "gemini-2.5-flash",
-  "gemini-2.5-flash-lite",
-  "gemini-2.5-pro",
-  "gemini-3.0-pro",
-  "gemini-3-pro-preview",
-  "gemini-3.6-flash",
-  "gemini-3-flash-preview",
-  "gemini-3.1-flash-image-preview",
-  "gemini-3.1-flash-lite-preview",
-  "gemini-3.1-pro",
-  "gemini-3.1-pro-preview",
-  "gemini-3.5-flash",
-  "grok-3",
-  "grok-3-fast",
-  "grok-4",
-  "grok-4-0709",
-  "grok-4.5",
-  "deepseek-chat",
-  "deepseek-r1",
-  "deepseek-r1-0528",
-  "deepseek-reasoner",
-  "deepseek-v3",
-  "deepseek-v3-250324",
-  "deepseek-v3.2-exp",
-  "deepseek-v4-pro",
-  "deepseek-v4-flash",
-  "kimi-k3",
-  "kimi-k2.6",
-  "kimi-k2-thinking",
-  "kimi-k2-thinking-turbo",
-  "kimi-k2.5",
-  "glm-3-turbo",
-  "glm-4.5",
-  "glm-4.5v",
-  "glm-4.6",
-  "glm-4.7",
-  "glm-5",
-  "glm-5-turbo",
-  "glm-5.1",
-  "glm-5.2",
-  "o1",
-  "o1-mini",
-  "o1-pro",
-  "o3",
-  "o3-mini",
-  "o3-pro",
-  "o4-mini"
-]New value: +[
+  "gpt-4",
+  "gpt-4.1",
+  "gpt-4.1-mini",
+  "gpt-4.1-nano",
+  "gpt-4o",
+  "gpt-4o-2024-05-13",
+  "gpt-4o-all",
+  "gpt-4o-image",
+  "gpt-4o-mini",
+  "gpt-5-all",
+  "gpt-5.1-all",
+  "gpt-5.2-pro",
+  "gpt-5.4-mini",
+  "gpt-5.4-nano",
+  "gpt-image-1",
+  "claude-3-5-haiku-20241022",
+  "claude-3-5-sonnet-20240620",
+  "claude-3-5-sonnet-20241022",
+  "claude-3-7-sonnet-20250219",
+  "claude-3-haiku-20240307",
+  "claude-3-sonnet-20240229",
+  "claude-fable-5",
+  "claude-haiku-4-5-20251001",
+  "claude-opus-4-1-20250805",
+  "claude-opus-4-20250514",
+  "claude-opus-4-5-20251101",
+  "claude-opus-4-6",
+  "claude-opus-5",
+  "claude-opus-4-8",
+  "claude-opus-4-7",
+  "claude-sonnet-5",
+  "claude-sonnet-4-20250514",
+  "claude-sonnet-4-5-20250929",
+  "claude-sonnet-4-6",
+  "gemini-3.7-flash",
+  "gemini-3.6-flash",
+  "gemini-3.5-flash",
+  "gemini-3.5-flash-lite",
+  "gemini-3.1-flash-lite",
+  "gemini-3.1-pro-preview",
+  "gemini-3-flash-preview",
+  "gemini-2.5-pro",
+  "gemini-2.5-flash",
+  "gemini-2.5-flash-lite",
+  "grok-3",
+  "grok-3-fast",
+  "grok-4",
+  "grok-4-0709",
+  "grok-4.5",
+  "deepseek-chat",
+  "deepseek-r1",
+  "deepseek-r1-0528",
+  "deepseek-reasoner",
+  "deepseek-v3",
+  "deepseek-v3-250324",
+  "deepseek-v3.2-exp",
+  "deepseek-v4-flash",
+  "deepseek-v4-pro",
+  "kimi-k3",
+  "kimi-k2.6",
+  "kimi-k2-thinking",
+  "kimi-k2-thinking-turbo",
+  "kimi-k2.5",
+  "glm-3-turbo",
+  "glm-4.5",
+  "glm-4.5v",
+  "glm-4.6",
+  "glm-4.7",
+  "glm-5",
+  "glm-5-turbo",
+  "glm-5.3",
+  "glm-5.1",
+  "glm-5.2",
+  "o1",
+  "o1-mini",
+  "o1-pro",
+  "o3",
+  "o3-mini",
+  "o3-pro",
+  "o4-mini"
+]
  3. Changed2 schema fields changedv0.1.4
    • changedInput schema / properties / limit / anyOf
      Previous value: -[
-  {
-    "minimum": 1,
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "maximum": 100,
+    "minimum": 1,
+    "type": "integer"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-4",
-  "gpt-4.1",
-  "gpt-4.1-mini",
-  "gpt-4.1-nano",
-  "gpt-4o",
-  "gpt-4o-2024-05-13",
-  "gpt-4o-all",
-  "gpt-4o-image",
-  "gpt-4o-mini",
-  "gpt-5-all",
-  "gpt-5.1-all",
-  "gpt-5.2-pro",
-  "gpt-5.4-mini",
-  "gpt-5.4-nano",
-  "gpt-5.6-luna",
-  "gpt-5.6-sol",
-  "gpt-5.6-terra",
-  "gpt-image-1",
-  "claude-3-5-haiku-20241022",
-  "claude-3-5-sonnet-20240620",
-  "claude-3-5-sonnet-20241022",
-  "claude-3-7-sonnet-20250219",
-  "claude-3-haiku-20240307",
-  "claude-3-opus-20240229",
-  "claude-3-sonnet-20240229",
-  "claude-fable-5",
-  "claude-haiku-4-5-20251001",
-  "claude-opus-4-1-20250805",
-  "claude-opus-4-20250514",
-  "claude-opus-4-5-20251101",
-  "claude-opus-4-6",
-  "claude-opus-5",
-  "claude-opus-4-8",
-  "claude-opus-4-7",
-  "claude-sonnet-5",
-  "claude-sonnet-4-20250514",
-  "claude-sonnet-4-5-20250929",
-  "claude-sonnet-4-6",
-  "gemini-2.0-flash-lite",
-  "gemini-2.5-flash-lite",
-  "gemini-3-pro-preview",
-  "gemini-3.1-flash-image-preview",
-  "gemini-3.1-flash-lite-preview",
-  "gemini-3.1-pro",
-  "gemini-3.1-pro-preview",
-  "gemini-3.5-flash",
-  "grok-3",
-  "grok-3-fast",
-  "grok-4",
-  "grok-4-0709",
-  "grok-4.5",
-  "deepseek-chat",
-  "deepseek-r1",
-  "deepseek-r1-0528",
-  "deepseek-reasoner",
-  "deepseek-v3",
-  "deepseek-v3-250324",
-  "deepseek-v3.2-exp",
-  "deepseek-v4-flash",
-  "kimi-k3",
-  "kimi-k2.6",
-  "kimi-k2-thinking",
-  "kimi-k2-thinking-turbo",
-  "kimi-k2.5",
-  "glm-3-turbo",
-  "glm-4.5",
-  "glm-4.5v",
-  "glm-4.6",
-  "glm-4.7",
-  "glm-5",
-  "glm-5-turbo",
-  "glm-5.1",
-  "glm-5.2",
-  "o1",
-  "o1-mini",
-  "o1-pro",
-  "o3",
-  "o3-mini",
-  "o3-pro",
-  "o4-mini"
-]New value: +[
+  "gpt-4",
+  "gpt-4.1",
+  "gpt-4.1-mini",
+  "gpt-4.1-nano",
+  "gpt-4o",
+  "gpt-4o-2024-05-13",
+  "gpt-4o-all",
+  "gpt-4o-image",
+  "gpt-4o-mini",
+  "gpt-5-all",
+  "gpt-5.1-all",
+  "gpt-5.2-pro",
+  "gpt-5.4-mini",
+  "gpt-5.4-nano",
+  "gpt-5.6-luna",
+  "gpt-5.6-sol",
+  "gpt-5.6-terra",
+  "gpt-image-1",
+  "claude-3-5-haiku-20241022",
+  "claude-3-5-sonnet-20240620",
+  "claude-3-5-sonnet-20241022",
+  "claude-3-7-sonnet-20250219",
+  "claude-3-haiku-20240307",
+  "claude-3-sonnet-20240229",
+  "claude-fable-5",
+  "claude-haiku-4-5-20251001",
+  "claude-opus-4-1-20250805",
+  "claude-opus-4-20250514",
+  "claude-opus-4-5-20251101",
+  "claude-opus-4-6",
+  "claude-opus-5",
+  "claude-opus-4-8",
+  "claude-opus-4-7",
+  "claude-sonnet-5",
+  "claude-sonnet-4-20250514",
+  "claude-sonnet-4-5-20250929",
+  "claude-sonnet-4-6",
+  "gemini-2.0-flash-lite",
+  "gemini-2.0-flash",
+  "gemini-2.5-flash",
+  "gemini-2.5-flash-lite",
+  "gemini-2.5-pro",
+  "gemini-3.0-pro",
+  "gemini-3-pro-preview",
+  "gemini-3.6-flash",
+  "gemini-3-flash-preview",
+  "gemini-3.1-flash-image-preview",
+  "gemini-3.1-flash-lite-preview",
+  "gemini-3.1-pro",
+  "gemini-3.1-pro-preview",
+  "gemini-3.5-flash",
+  "grok-3",
+  "grok-3-fast",
+  "grok-4",
+  "grok-4-0709",
+  "grok-4.5",
+  "deepseek-chat",
+  "deepseek-r1",
+  "deepseek-r1-0528",
+  "deepseek-reasoner",
+  "deepseek-v3",
+  "deepseek-v3-250324",
+  "deepseek-v3.2-exp",
+  "deepseek-v4-pro",
+  "deepseek-v4-flash",
+  "kimi-k3",
+  "kimi-k2.6",
+  "kimi-k2-thinking",
+  "kimi-k2-thinking-turbo",
+  "kimi-k2.5",
+  "glm-3-turbo",
+  "glm-4.5",
+  "glm-4.5v",
+  "glm-4.6",
+  "glm-4.7",
+  "glm-5",
+  "glm-5-turbo",
+  "glm-5.1",
+  "glm-5.2",
+  "o1",
+  "o1-mini",
+  "o1-pro",
+  "o3",
+  "o3-mini",
+  "o3-pro",
+  "o4-mini"
+]
  4. Changed11 schema fields changedv0.1.3
    • addedInput schema / properties / allowed_mcp_servers
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional list of MCP servers the agent may use.",
+  "title": "Allowed Mcp Servers"
+}
    • addedInput schema / properties / allowed_skills
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional list of skills the agent may use.",
+  "title": "Allowed Skills"
+}
    • addedInput schema / properties / async
      Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Whether to process the request asynchronously.",
+  "title": "Async"
+}
    • addedInput schema / properties / callback_url
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Webhook URL to receive async completion callbacks.",
+  "title": "Callback Url"
+}
    • changedInput schema / properties / limit / anyOf
      Previous value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "minimum": 1,
+    "type": "integer"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedInput schema / properties / max_turns / anyOf
      Previous value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "minimum": 1,
+    "type": "integer"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedInput schema / properties / message / anyOf
      Previous value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "type": "string"
+  },
+  {
+    "items": {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedInput schema / properties / message / description
      Previous value: -"Single message object to include in the request."New value: +"Message payload as a string or structured content array."
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-4",
-  "gpt-4.1",
-  "gpt-4.1-mini",
-  "gpt-4.1-nano",
-  "gpt-4o",
-  "gpt-4o-2024-05-13",
-  "gpt-4o-all",
-  "gpt-4o-image",
-  "gpt-4o-mini",
-  "gpt-5-all",
-  "gpt-5.1-all",
-  "gpt-5.2-pro",
-  "gpt-5.4-mini",
-  "gpt-5.4-nano",
-  "gpt-5.6-luna",
-  "gpt-5.6-terra",
-  "gpt-5.6-sol",
-  "gpt-image-1",
-  "claude-3-5-haiku-20241022",
-  "claude-3-5-sonnet-20240620",
-  "claude-3-5-sonnet-20241022",
-  "claude-3-7-sonnet-20250219",
-  "claude-3-haiku-20240307",
-  "claude-3-opus-20240229",
-  "claude-3-sonnet-20240229",
-  "claude-fable-5",
-  "claude-haiku-4-5-20251001",
-  "claude-opus-4-1-20250805",
-  "claude-opus-4-20250514",
-  "claude-opus-4-5-20251101",
-  "claude-opus-4-6",
-  "claude-opus-5",
-  "claude-opus-4-8",
-  "claude-opus-4-7",
-  "claude-sonnet-5",
-  "claude-sonnet-4-20250514",
-  "claude-sonnet-4-5-20250929",
-  "claude-sonnet-4-6",
-  "gemini-2.0-flash-lite",
-  "gemini-2.5-flash-lite",
-  "gemini-3-pro-preview",
-  "gemini-3.1-flash-image-preview",
-  "gemini-3.1-flash-lite-preview",
-  "gemini-3.1-pro",
-  "gemini-3.1-pro-preview",
-  "gemini-3.5-flash",
-  "grok-3",
-  "grok-3-fast",
-  "grok-4",
-  "grok-4-0709",
-  "grok-4.5",
-  "deepseek-chat",
-  "deepseek-r1",
-  "deepseek-r1-0528",
-  "deepseek-reasoner",
-  "deepseek-v3",
-  "deepseek-v3-250324",
-  "deepseek-v3.2-exp",
-  "deepseek-v4-flash",
-  "kimi-k3",
-  "kimi-k2.6",
-  "kimi-k2-0711-preview",
-  "kimi-k2-0905-preview",
-  "kimi-k2-instruct-0905",
-  "kimi-k2-thinking",
-  "kimi-k2-thinking-turbo",
-  "kimi-k2-turbo-preview",
-  "kimi-k2.5",
-  "glm-3-turbo",
-  "glm-4.5",
-  "glm-4.5v",
-  "glm-4.6",
-  "glm-4.7",
-  "glm-5",
-  "glm-5-turbo",
-  "glm-5.1",
-  "glm-5.2",
-  "o1",
-  "o1-mini",
-  "o1-pro",
-  "o3",
-  "o3-mini",
-  "o3-pro",
-  "o4-mini"
-]New value: +[
+  "gpt-4",
+  "gpt-4.1",
+  "gpt-4.1-mini",
+  "gpt-4.1-nano",
+  "gpt-4o",
+  "gpt-4o-2024-05-13",
+  "gpt-4o-all",
+  "gpt-4o-image",
+  "gpt-4o-mini",
+  "gpt-5-all",
+  "gpt-5.1-all",
+  "gpt-5.2-pro",
+  "gpt-5.4-mini",
+  "gpt-5.4-nano",
+  "gpt-5.6-luna",
+  "gpt-5.6-sol",
+  "gpt-5.6-terra",
+  "gpt-image-1",
+  "claude-3-5-haiku-20241022",
+  "claude-3-5-sonnet-20240620",
+  "claude-3-5-sonnet-20241022",
+  "claude-3-7-sonnet-20250219",
+  "claude-3-haiku-20240307",
+  "claude-3-opus-20240229",
+  "claude-3-sonnet-20240229",
+  "claude-fable-5",
+  "claude-haiku-4-5-20251001",
+  "claude-opus-4-1-20250805",
+  "claude-opus-4-20250514",
+  "claude-opus-4-5-20251101",
+  "claude-opus-4-6",
+  "claude-opus-5",
+  "claude-opus-4-8",
+  "claude-opus-4-7",
+  "claude-sonnet-5",
+  "claude-sonnet-4-20250514",
+  "claude-sonnet-4-5-20250929",
+  "claude-sonnet-4-6",
+  "gemini-2.0-flash-lite",
+  "gemini-2.5-flash-lite",
+  "gemini-3-pro-preview",
+  "gemini-3.1-flash-image-preview",
+  "gemini-3.1-flash-lite-preview",
+  "gemini-3.1-pro",
+  "gemini-3.1-pro-preview",
+  "gemini-3.5-flash",
+  "grok-3",
+  "grok-3-fast",
+  "grok-4",
+  "grok-4-0709",
+  "grok-4.5",
+  "deepseek-chat",
+  "deepseek-r1",
+  "deepseek-r1-0528",
+  "deepseek-reasoner",
+  "deepseek-v3",
+  "deepseek-v3-250324",
+  "deepseek-v3.2-exp",
+  "deepseek-v4-flash",
+  "kimi-k3",
+  "kimi-k2.6",
+  "kimi-k2-thinking",
+  "kimi-k2-thinking-turbo",
+  "kimi-k2.5",
+  "glm-3-turbo",
+  "glm-4.5",
+  "glm-4.5v",
+  "glm-4.6",
+  "glm-4.7",
+  "glm-5",
+  "glm-5-turbo",
+  "glm-5.1",
+  "glm-5.2",
+  "o1",
+  "o1-mini",
+  "o1-pro",
+  "o3",
+  "o3-mini",
+  "o3-pro",
+  "o4-mini"
+]
    • changedInput schema / properties / offset / anyOf
      Previous value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "minimum": 0,
+    "type": "integer"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedInput schema / properties / unattended_policy
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Optional unattended-execution policy configuration.",
+  "title": "Unattended Policy"
+}
  5. Changed1 schema field changedv0.1.2
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-4",
-  "gpt-4.1",
-  "gpt-4.1-mini",
-  "gpt-4.1-nano",
-  "gpt-4o",
-  "gpt-4o-2024-05-13",
-  "gpt-4o-all",
-  "gpt-4o-image",
-  "gpt-4o-mini",
-  "gpt-5-all",
-  "gpt-5.1-all",
-  "gpt-5.2-pro",
-  "gpt-5.4-mini",
-  "gpt-5.4-nano",
-  "gpt-image-1",
-  "claude-3-5-haiku-20241022",
-  "claude-3-5-sonnet-20240620",
-  "claude-3-5-sonnet-20241022",
-  "claude-3-7-sonnet-20250219",
-  "claude-3-haiku-20240307",
-  "claude-3-opus-20240229",
-  "claude-3-sonnet-20240229",
-  "claude-haiku-4-5-20251001",
-  "claude-opus-4-1-20250805",
-  "claude-opus-4-20250514",
-  "claude-opus-4-5-20251101",
-  "claude-opus-4-6",
-  "claude-opus-4-8",
-  "claude-opus-4-7",
-  "claude-sonnet-4-20250514",
-  "claude-sonnet-4-5-20250929",
-  "claude-sonnet-4-6",
-  "gemini-2.0-flash-lite",
-  "gemini-2.5-flash-lite",
-  "gemini-3-pro-preview",
-  "gemini-3.1-flash-image-preview",
-  "gemini-3.1-flash-lite-preview",
-  "gemini-3.1-pro",
-  "gemini-3.1-pro-preview",
-  "grok-3",
-  "grok-3-fast",
-  "grok-4",
-  "grok-4-0709",
-  "deepseek-chat",
-  "deepseek-r1",
-  "deepseek-r1-0528",
-  "deepseek-reasoner",
-  "deepseek-v3",
-  "deepseek-v3-250324",
-  "deepseek-v3.2-exp",
-  "deepseek-v4-flash",
-  "kimi-k2-0711-preview",
-  "kimi-k2-0905-preview",
-  "kimi-k2-instruct-0905",
-  "kimi-k2-thinking",
-  "kimi-k2-thinking-turbo",
-  "kimi-k2-turbo-preview",
-  "kimi-k2.5",
-  "glm-3-turbo",
-  "glm-4.5",
-  "glm-4.5v",
-  "glm-4.6",
-  "glm-4.7",
-  "glm-5",
-  "glm-5-turbo",
-  "glm-5.1",
-  "o1",
-  "o1-mini",
-  "o1-pro",
-  "o3",
-  "o3-mini",
-  "o3-pro",
-  "o4-mini"
-]New value: +[
+  "gpt-4",
+  "gpt-4.1",
+  "gpt-4.1-mini",
+  "gpt-4.1-nano",
+  "gpt-4o",
+  "gpt-4o-2024-05-13",
+  "gpt-4o-all",
+  "gpt-4o-image",
+  "gpt-4o-mini",
+  "gpt-5-all",
+  "gpt-5.1-all",
+  "gpt-5.2-pro",
+  "gpt-5.4-mini",
+  "gpt-5.4-nano",
+  "gpt-5.6-luna",
+  "gpt-5.6-terra",
+  "gpt-5.6-sol",
+  "gpt-image-1",
+  "claude-3-5-haiku-20241022",
+  "claude-3-5-sonnet-20240620",
+  "claude-3-5-sonnet-20241022",
+  "claude-3-7-sonnet-20250219",
+  "claude-3-haiku-20240307",
+  "claude-3-opus-20240229",
+  "claude-3-sonnet-20240229",
+  "claude-fable-5",
+  "claude-haiku-4-5-20251001",
+  "claude-opus-4-1-20250805",
+  "claude-opus-4-20250514",
+  "claude-opus-4-5-20251101",
+  "claude-opus-4-6",
+  "claude-opus-5",
+  "claude-opus-4-8",
+  "claude-opus-4-7",
+  "claude-sonnet-5",
+  "claude-sonnet-4-20250514",
+  "claude-sonnet-4-5-20250929",
+  "claude-sonnet-4-6",
+  "gemini-2.0-flash-lite",
+  "gemini-2.5-flash-lite",
+  "gemini-3-pro-preview",
+  "gemini-3.1-flash-image-preview",
+  "gemini-3.1-flash-lite-preview",
+  "gemini-3.1-pro",
+  "gemini-3.1-pro-preview",
+  "gemini-3.5-flash",
+  "grok-3",
+  "grok-3-fast",
+  "grok-4",
+  "grok-4-0709",
+  "grok-4.5",
+  "deepseek-chat",
+  "deepseek-r1",
+  "deepseek-r1-0528",
+  "deepseek-reasoner",
+  "deepseek-v3",
+  "deepseek-v3-250324",
+  "deepseek-v3.2-exp",
+  "deepseek-v4-flash",
+  "kimi-k3",
+  "kimi-k2.6",
+  "kimi-k2-0711-preview",
+  "kimi-k2-0905-preview",
+  "kimi-k2-instruct-0905",
+  "kimi-k2-thinking",
+  "kimi-k2-thinking-turbo",
+  "kimi-k2-turbo-preview",
+  "kimi-k2.5",
+  "glm-3-turbo",
+  "glm-4.5",
+  "glm-4.5v",
+  "glm-4.6",
+  "glm-4.7",
+  "glm-5",
+  "glm-5-turbo",
+  "glm-5.1",
+  "glm-5.2",
+  "o1",
+  "o1-mini",
+  "o1-pro",
+  "o3",
+  "o3-mini",
+  "o3-pro",
+  "o4-mini"
+]
  6. First observedv0.1.0

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are present, so the description carries the full burden of behavioral disclosure. It only states that conversations can be created or managed; it does not mention side effects, persistence behavior, authorization requirements, async semantics, or what happens to existing conversations. It adds very little beyond the tool's name.

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?

The description is a single short sentence with no wasted words and is easy to scan. However, for a tool with 22 optional parameters and five possible actions, the extreme brevity is more under-specification than elegant conciseness.

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

Completeness2/5

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

This is a complex multi-action tool, yet the description gives no indication of how the action parameter routes behavior or which parameter combinations matter. The output schema and parameter descriptions help, but an agent still lacks essential usage context for selecting among chat, retrieve, retrieve_batch, update, and delete.

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 itself adds no parameter-level meaning, but the input schema documents all 22 parameters with descriptions and defaults, giving 100% schema coverage. Therefore the schema carries the parameter-semantics burden, and the baseline of 3 is appropriate.

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 the resource ('conversations') and a clear set of actions ('create/manage'), and it ties the tool to the 'v2 endpoint'. It does not, however, differentiate this from the sibling aichat_create_conversation beyond the version label, so it stops short of full clarity.

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?

There is no guidance on when to use this tool instead of aichat_create_conversation, aichat_list_models, or aichat_get_usage_guide. The phrase 'v2 endpoint' hints at a version preference but provides no concrete selection criteria or exclusions.

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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