How to Install OpenAI MCP in OpenAI Agents SDK

Official OpenAI integration — access GPT-4o, DALL-E, Whisper, and Embeddings from any MCP client

What OpenAI MCP does

The official OpenAI MCP server lets you use OpenAI's full model suite as tools within any MCP-compatible AI client — including Claude, Cursor, and Windsurf. Features: - Chat completions with any GPT model (GPT-4o, o1, o3-mini) - DALL-E 3 image generation from text prompts - Whisper audio transcription - Text embeddings for semantic search - Moderation API for content safety checks - Function/tool calling passthrough - Streaming response support - Batch API for high-volume requests Cross-model use cases: - Use Claude as orchestrator while delegating image generation to DALL-E - Use GPT-4o for tasks where it outperforms other models - Use Whisper for voice transcription within a Claude workflow - Generate embeddings for RAG pipelines directly from MCP Full OpenAI API compatibility — all models and endpoints supported.

openai

gpt

dall-e

whisper

embeddings

Installation steps

1Install: pip install openai-agents
2Copy the snippet below into your agent code
3Replace placeholder env values with your real keys
4Pass mcp_servers=[mcp_server] to your Agent()

Python snippet

Python snippetpython

from agents import Agent
from agents.mcp import MCPServerStdio

mcp_server = MCPServerStdio(
    command="npx",
    args=["-y", "@openai/mcp"],
    env={
        "OPENAI_API_KEY": "sk-proj-...",
    },
)

agent = Agent(
    name="My Agent",
    model="gpt-4o",
    mcp_servers=[mcp_server],
)

Full server details GitHub Open Config Editor

Install in other clients

🤖Claude Desktop 💻Claude Code ⌨️Cursor 🏄Windsurf ♊Gemini

For maintainers

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