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AiChat MCP Server

Official
by AceDataCloud
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Python
Remote

aichat_create_conversation_v2

Create, retrieve, update, or delete AI chat conversations across multiple models via the AiChat v2 endpoint.

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 changedv0.1.11
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-6-astra",
-  "gpt-6.1-sol",
-  "gpt-6-sol",
-  "gpt-6-luna",
-  "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-3.8-flash",
-  "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-4.7",
-  "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-6.1-sol",
+  "gpt-6-sol",
+  "gpt-6-luna",
+  "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-3.8-flash",
+  "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-4.7",
+  "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-v4.1-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 changedv0.1.10
    • changedInput schema / properties / model / enum
      Previous value: -[
-  "gpt-6-astra",
-  "gpt-6-sol",
-  "gpt-6-luna",
-  "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-3.8-flash",
-  "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-4.7",
-  "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-6.1-sol",
+  "gpt-6-sol",
+  "gpt-6-luna",
+  "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-3.8-flash",
+  "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-4.7",
+  "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. Changed1 schema field changedv0.1.9
    • changedInput schema / properties / model / enum
      Previous 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"
-]New value: +[
+  "gpt-6-astra",
+  "gpt-6-sol",
+  "gpt-6-luna",
+  "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-3.8-flash",
+  "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-4.7",
+  "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"
+]
  4. 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"
+]
  5. 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"
+]
  6. 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"
+]
  7. 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"
+}
  8. 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"
+]
  9. First observedv0.1.0

TDQS

C2.5/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden and mostly fails it. 'Manage' faintly implies mutation, but nothing discloses that one of the actions permanently deletes conversations, that async requests need callback_url, that the default action is 'chat', or anything about auth and side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One short, front-loaded sentence with no filler, so nothing is wasted. But the brevity comes from under-specification rather than discipline: the sentence does not earn its place by conveying anything the agent could not already guess from the name.

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?

For a 22-parameter, five-action tool with no annotations, this description is far too thin. An output schema exists so return values need not be explained, but the action-dispatch semantics, required-parameter combinations per action, and destructive behavior are all left undocumented.

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%, so all 22 parameters are documented in the schema itself and the baseline is 3. The description adds no parameter meaning whatsoever — notably it never explains that the action parameter determines which other parameters are required.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a verb+resource ('Create/manage conversations'), which is better than the tool name alone, since the name says 'create_conversation' but the schema reveals chat/retrieve/retrieve_batch/update/delete actions. However, it never mentions the action multiplexing and gives no differentiation from the sibling aichat_create_conversation, so an agent cannot tell which of the two to pick.

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 when-to-use guidance, no prerequisites, and no mention of the sibling aichat_create_conversation that appears to serve an overlapping purpose. The agent is left to infer everything from the schema's action enum.

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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