fix(OpenAI): augment support for Response API - MCP Connectors #654
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Connector Sample Error sample - appears to just return a regular structured OpenAI error |
{
"id": "resp_68a9a190f694819f83fab13668831b990dc2c249e6fcf322",
"object": "response",
"created_at": 1755947409,
"status": "completed",
"background": false,
"error": null,
"incomplete_details": null,
"instructions": null,
"max_output_tokens": null,
"max_tool_calls": null,
"model": "gpt-5-2025-08-07",
"output": [
{
"id": "mcpl_68a9a19112dc819f8b4e923b4641db250dc2c249e6fcf322",
"type": "mcp_list_tools",
"server_label": "Dropbox",
"tools": [
{
"annotations": {
"read_only": true
},
"description": "Fetches a file by path.If `download_raw_file` is set to True, the file will be downloaded as a raw file. Otherwise, the file will be displayed as text.",
"input_schema": {
"properties": {
"path": {
"title": "Path",
"type": "string"
},
"download_raw_file": {
"default": false,
"title": "Download Raw File",
"type": "boolean"
}
},
"required": [
"path"
],
"title": "fetch_input",
"type": "object"
},
"name": "fetch"
},
{
"annotations": {
"read_only": true
},
"description": "Fetch a file from Dropbox given its path. If `download_raw_file` is set to True, the file will be downloaded as a raw file. Otherwise, the file will be displayed as text.",
"input_schema": {
"properties": {
"path": {
"title": "Path",
"type": "string"
},
"download_raw_file": {
"default": false,
"title": "Download Raw File",
"type": "boolean"
}
},
"required": [
"path"
],
"title": "fetch_file_input",
"type": "object"
},
"name": "fetch_file"
},
{
"annotations": {
"read_only": true
},
"description": "Retrieve the Dropbox profile for the current user.",
"input_schema": {
"properties": {},
"title": "get_profile_input",
"type": "object"
},
"name": "get_profile"
},
{
"annotations": {
"read_only": true
},
"description": "Return the most recently modified files accessible to the user.",
"input_schema": {
"properties": {
"topk": {
"title": "Topk",
"type": "integer"
}
},
"required": [
"topk"
],
"title": "list_recent_files_input",
"type": "object"
},
"name": "list_recent_files"
},
{
"annotations": {
"read_only": true
},
"description": "Searches Dropbox for files matching a query. Queries work best with short filenames or concise phrases such as ``\"budget.csv\"`` or ``\"Q1 meeting notes\"``. ``recency_days`` is currently ignored.",
"input_schema": {
"properties": {
"query": {
"title": "Query",
"type": "string"
},
"topn": {
"default": 5,
"title": "Topn",
"type": "integer"
},
"recency_days": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Recency Days"
}
},
"required": [
"query"
],
"title": "search_input",
"type": "object"
},
"name": "search"
},
{
"annotations": {
"read_only": true
},
"description": "Search Dropbox files and return matching results. Queries work best with short filenames or concise phrases such as ``\"budget.csv\"`` or ``\"Q1 meeting notes\"``. ``recency_days`` is currently ignored.",
"input_schema": {
"properties": {
"query": {
"title": "Query",
"type": "string"
},
"topn": {
"default": 5,
"title": "Topn",
"type": "integer"
},
"recency_days": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Recency Days"
},
"filter_file_extensions": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Filter File Extensions"
}
},
"required": [
"query"
],
"title": "search_files_input",
"type": "object"
},
"name": "search_files"
}
]
},
{
"id": "rs_68a9a191b888819fbeda4509cceca3920dc2c249e6fcf322",
"type": "reasoning",
"summary": []
},
{
"id": "mcp_68a9a196db04819f86810859684ab11a0dc2c249e6fcf322",
"type": "mcp_call",
"approval_request_id": null,
"arguments": "{\"topk\":50}",
"error": {
"type": "http_error",
"code": 401,
"message": "An unknown error occurred while executing the tool."
},
"name": "list_recent_files",
"output": null,
"server_label": "Dropbox"
},
{
"id": "rs_68a9a19767f0819f83461056d88646f40dc2c249e6fcf322",
"type": "reasoning",
"summary": []
},
{
"id": "mcp_68a9a198dc38819f833426f045d82ee40dc2c249e6fcf322",
"type": "mcp_call",
"approval_request_id": null,
"arguments": "{\"query\":\"draft\",\"topn\":25,\"recency_days\":null,\"filter_file_extensions\":[\"pptx\",\"ppt\",\"key\",\"odp\",\"pdf\"]}",
"error": {
"type": "http_error",
"code": 401,
"message": "An unknown error occurred while executing the tool."
},
"name": "search_files",
"output": null,
"server_label": "Dropbox"
},
{
"id": "rs_68a9a199760c819fbee7cd33dfb77f120dc2c249e6fcf322",
"type": "reasoning",
"summary": []
},
{
"id": "msg_68a9a19c8344819f97fa1e911ee70bec0dc2c249e6fcf322",
"type": "message",
"status": "completed",
"content": [
{
"type": "output_text",
"annotations": [],
"logprobs": [],
"text": "I tried to check your Dropbox for slide decks but couldn\u2019t access it due to an authorization error. If you connect Dropbox, I can scan for in\u2011progress decks (e.g., recent .pptx/.key/.odp files with names like \u201cdraft,\u201d \u201cWIP,\u201d \u201cv0,\u201d etc., or in folders like Drafts/In Progress) and list them.Would you like me to try again after reconnecting Dropbox, or should I look in another location (Google Drive, OneDrive, local)? If you prefer to search manually, filter for:- File types: pptx, ppt, key, odp- Name keywords: draft, wip, in progress, v0, v1, review, temp- Modified in the last 60\u201390 daysTell me where to look and I\u2019ll pull the list."
}
],
"role": "assistant"
}
],
"parallel_tool_calls": true,
"previous_response_id": null,
"prompt_cache_key": null,
"reasoning": {
"effort": "medium",
"summary": null
},
"safety_identifier": null,
"service_tier": "auto",
"store": true,
"temperature": 1.0,
"text": {
"format": {
"type": "text"
},
"verbosity": "medium"
},
"tool_choice": "auto",
"tools": [
{
"type": "mcp",
"allowed_tools": null,
"authorization": "<redacted>",
"connector_id": "connector_dropbox",
"headers": null,
"require_approval": "never",
"server_description": null,
"server_label": "Dropbox",
"server_url": null
}
],
"top_logprobs": 0,
"top_p": 1.0,
"truncation": "disabled",
"usage": {
"input_tokens": 2764,
"input_tokens_details": {
"cached_tokens": 1280
},
"output_tokens": 956,
"output_tokens_details": {
"reasoning_tokens": 704
},
"total_tokens": 3720
},
"user": null,
"metadata": {}
}Full raw sample of Dropbox (no auth) Connector |
iBotPeaches
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What:
Description:
Adds support for MCP Connectors (Official MCP Servers). While on that journey I kept having crashes due to the
errorproperty swapping between 3 things (null, string or a json-array). So I've added support for that as well by turning the Response API exception class to be generic for any endpoint to leverage.Related:
fixes: #653 (connector), closes: #619 (error mcp handling)