How to Use the Content ROI Calculator MCP in OpenAI Agents SDK

Q: How do I install the Content ROI Calculator for OpenAI Agents SDK?

Run pip install openai-agents in your terminal. You then pass the endpoint to your agent constructor using MCPServerStreamableHttp and set cacheToolsList=True for better performance.

Build production-grade marketing agents that measure content profitability using the OpenAI Agents SDK.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers — Included with Plan

Connect Content ROI Calculator MCP to OpenAI Agents SDK

Create your Vinkius account to connect Content ROI Calculator to OpenAI Agents SDK — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

GDPR Included with Plan

Setup Content ROI Calculator with OpenAI Agents SDK

Ask AI about this MCP

ChatGPT

Claude

Perplexity Vinkius runs on Gemini

Gemini

Grok

Track production spend via OpenAI Agents SDK

Your agent needs to know exactly what a piece of content costs before justifying its existence. Writers, editors, designers, and distribution channels all add up quickly. Hook up the `calculate_total_cost` tool to pull those exact expenses into your automated workflows. The SDK guardrails ensure your agent verifies the inputs before this MCP Server commits the math to your tracing logs.

Tie organic traffic to closed won deals

Pageviews do not pay the bills. Marketing teams need to connect top-of-funnel eyeballs to actual dollars hitting the bank account. This MCP exposes `calculate_attributed_revenue` so your specialized agent can estimate incoming cash from search performance. You can then hand off that data to another agent in your system for deeper financial forecasting.

Generate definitive profitability metrics

Eventually the CFO will ask if the blog is actually making money. You need a fast, defensible answer without spending three days in a spreadsheet. Calling `calculate_roi_summary` gives your deployed product the exact payback period and return on investment numbers. Your system can push those final metrics straight to a dashboard while keeping a full execution trace.

Setup guide

Set up Content ROI Calculator 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 Content ROI Calculator tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Content ROI Calculator 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="Content ROI Calculator Agent",
            instructions="You have access to Content ROI Calculator tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Content ROI Calculator. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Content ROI Calculator now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Content ROI Calculator MCP in OpenAI Agents SDK

Run `pip install openai-agents` in your terminal. You then pass the endpoint to your agent constructor using `MCPServerStreamableHttp` and set `cacheToolsList=True` for better performance.

Yes. One specialized agent can fetch the financial metrics while another handles the reporting. The framework manages the transition automatically.

Every tool execution logs directly to your OpenAI dashboard. You can inspect the exact inputs and outputs your agent used to determine profitability.

The built-in guardrails validate the action before execution. If the parameters look wrong, the system catches the error before the calculation runs.

Your production costs and organic traffic metrics stay within your own infrastructure. The server processes the numbers locally and returns the result to your client without storing your financial records externally.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript