MCP Observatory
6m ago Tracked 59,440 Last 6m ago 24h 2,399
github Python analyzed 32517de

AceDataCloud/OpenAIMCP

github

MCP server for OpenAI API (chat, image, embeddings) via Ace Data Cloud.

maintainer
AceDataCloud
licence
MIT
first seen
2026-07-27
last seen
2026-09-11
releases · 30d
0
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 15 tools
transport stdio · streamable-http · http · sse counts 15 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • openai_chat_completion
  • openai_create_embedding
  • openai_create_response
  • openai_edit_image
  • openai_generate_image
  • openai_get_models
  • openai_get_realtime_connection_info
  • openai_get_task
  • openai_get_usage_guide
  • openai_list_chat_models
  • openai_list_embedding_models
  • openai_list_image_models
  • openai_list_tasks
  • openai_text_to_speech
  • openai_transcribe_audio
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 32517de · analyzer v33 · 23h ago

skills & prompt files 1

code evidence vHEAD · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 40

filesystem 5

  • fs AceDataCloud-OpenAIMCP-32517de/core/config.py :5 from pathlib import Path
  • fs (weak) AceDataCloud-OpenAIMCP-32517de/tests/conftest.py :5 from pathlib import Path
  • fs (weak) AceDataCloud-OpenAIMCP-32517de/tests/test_deploy_contract.py :1 from pathlib import Path
  • fs (weak) AceDataCloud-OpenAIMCP-32517de/tests/test_server_card.py :3 from pathlib import Path
  • fs AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :409 with open("speech.mp3", "wb") as f:

network 4

  • net AceDataCloud-OpenAIMCP-32517de/core/client.py :6 from urllib.parse import urlencode
  • net AceDataCloud-OpenAIMCP-32517de/core/oauth.py :22 from urllib.parse import urlencode
  • net (weak) AceDataCloud-OpenAIMCP-32517de/tests/test_client.py :5 import httpx
  • net AceDataCloud-OpenAIMCP-32517de/tools/audio_tools.py :7 import httpx

secrets 2

  • secrets AceDataCloud-OpenAIMCP-32517de/core/config.py :22 api_token: str = field(default_factory=lambda: os.getenv("ACEDATACLOUD_API_TOKEN", ""))
  • secrets (weak) AceDataCloud-OpenAIMCP-32517de/tests/conftest.py :25 token = os.environ.get("ACEDATACLOUD_API_TOKEN", "")

tool registrations 15

  • openai_text_to_speech AceDataCloud-OpenAIMCP-32517de/tools/audio_tools.py :28
  • openai_transcribe_audio AceDataCloud-OpenAIMCP-32517de/tools/audio_tools.py :120
  • openai_chat_completion AceDataCloud-OpenAIMCP-32517de/tools/chat_tools.py :19
  • openai_create_embedding AceDataCloud-OpenAIMCP-32517de/tools/embedding_tools.py :20
  • openai_generate_image AceDataCloud-OpenAIMCP-32517de/tools/image_tools.py :32
  • openai_edit_image AceDataCloud-OpenAIMCP-32517de/tools/image_tools.py :215
  • openai_get_models AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :33
  • openai_get_realtime_connection_info AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :51
  • openai_list_chat_models AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :79
  • openai_list_image_models AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :157
  • openai_list_embedding_models AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :225
  • openai_get_usage_guide AceDataCloud-OpenAIMCP-32517de/tools/info_tools.py :256
show 3 more
  • openai_create_response AceDataCloud-OpenAIMCP-32517de/tools/responses_tools.py :17
  • openai_get_task AceDataCloud-OpenAIMCP-32517de/tools/tasks_tools.py :25
  • openai_list_tasks AceDataCloud-OpenAIMCP-32517de/tools/tasks_tools.py :104

declared dependencies 15

  • mcp@>=1.2.0,<2
  • httpx@>=0.27.0
  • python-dotenv@>=1.0.0
  • pydantic@>=2.0.0
  • loguru@>=0.7.0
  • ruff@>=0.4.0
  • mypy@>=1.10.0
  • pre-commit@>=3.7.0
  • pytest@>=8.0.0
  • pytest-asyncio@>=0.23.0
  • pytest-cov@>=5.0.0
  • respx@>=0.21.0
show 3 more
  • build@>=1.2.0
  • twine@>=5.0.0
  • mcp-openai@*

jetbrains-plugin 1

  • opaque (low) AceDataCloud-OpenAIMCP-32517de/jetbrains/src/main/resources/META-INF/plugin.xml bundled JetBrains plugin "OpenAI MCP" (AceDataCloud-OpenAIMCP-32517de/jetbrains/src/main/resources/META-INF/plugin.xml) — presence-detected; review the plugin descriptor

transport_posture 1

  • binds all interfaces (0.0.0.0) AceDataCloud-OpenAIMCP-32517de/main.py :196 uvicorn.run(app, host="0.0.0.0", port=args.port)