How to Use the Delta Projects MCP in OpenAI Agents SDK

Q: How do I connect Delta Projects to the OpenAI Agents SDK?

Install openai-agents via pip. Create an MCPServerStreamableHttp object with your Vinkius URL and pass it in the mcpservers array when building your Agent. The SDK auto-discovers all marketing tools.

Q: How do I cache the MCP tools for faster startup?

Set cacheToolsList=True in your server parameters. This prevents the SDK from re-fetching the tool definitions from the MCP Server every time your script runs.

Give your OpenAI Agents SDK production-ready access to Delta Projects ad campaigns with built-in execution tracing.

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Connect Delta Projects MCP to OpenAI Agents SDK

Create your Vinkius account to connect Delta Projects to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Delta Projects with OpenAI Agents SDK

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Traceable Ad Campaign Audits

Production agents need hard data before spending budget. When you wire this Delta Projects MCP Server into your OpenAI setup, your agent pulls active ad data using `list_running_campaigns`. It then filters down to specific initiatives via `search_campaigns_by_name`. The real advantage here is the OpenAI tracing dashboard. Every time your system calls `get_campaign_performance`, you see exactly what metrics the agent reviewed before making a bidding decision. You get full visibility into the reasoning process.

OpenAI Agents SDK Tool Discovery

Setting up tools manually is a waste of time. Pass this MCP Server to your Agent constructor, and it auto-discovers endpoints like `list_target_audiences` and `list_ad_creatives` immediately. The agent knows exactly what first-party data and banner assets are available. You can set up specialized agents for different tasks. One agent handles creative audits, while another reviews placement data via `list_media_placements`. Handoffs happen naturally based on the constraints you define in your OpenAI environment.

Guardrailed Performance Reporting

Generating reports without boundaries leads to massive API bills. Your OpenAI setup lets you enforce strict guardrails around how the agent uses `get_custom_ad_report`. You dictate the dimensions and timeframes it is allowed to query. If an agent tries to pull metadata using `get_platform_metadata` for an unauthorized advertiser, the SDK blocks the action before execution. You build a safe, constrained environment for marketing automation.

Setup guide

Set up Delta Projects MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Delta Projects tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Delta Projects tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Delta Projects tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Delta Projects Agent",
            instructions="You have access to Delta Projects tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Delta Projects. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Delta Projects MCP in OpenAI Agents SDK

Install `openai-agents` via pip. Create an `MCPServerStreamableHttp` object with your Vinkius URL and pass it in the `mcp_servers` array when building your Agent. The SDK auto-discovers all marketing tools.

Yes. The agent uses the performance tool to fetch exact metrics. You can watch these API calls happen live in your OpenAI tracing dashboard.

It works perfectly. You can assign the creative listing tools to a design-focused agent and the reporting tools to an analytics agent. They will pass context back and forth as needed.

Set `cacheToolsList=True` in your server parameters. This prevents the SDK from re-fetching the tool definitions from the MCP Server every time your script runs.

Your advertiser lists and custom performance reports run through our V8 Isolate Sandbox. The execution environment is completely ephemeral and dies the second the OpenAI Agents SDK finishes its query. Zero data persists on our infrastructure.

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