How to Use the Area Program Calculator MCP in OpenAI Agents SDK

Build production-ready construction planning agents using the Area Program Calculator and OpenAI Agents SDK.

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Connect Area Program Calculator MCP to OpenAI Agents SDK

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

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Setup Area Program Calculator with OpenAI Agents SDK

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OpenAI Agents SDK Integration

Your agent calls `get_base_area_by_function` to pull the exact minimum usable square footage for specific environment types. This MCP executes inside a V8 isolate sandbox, returning hard programmatic data directly into your Python runtime. Vinkius enforces 34 security rules on every request. You pass the endpoint URL to MCPServerStreamableHttp and your agent auto-discovers the tools. Set cacheToolsList=True to cut initialization latency.

Programmatic Space Aggregation

Feed a list of rooms to `calculate_programmatic_needs` and get the total required area for the entire building program. The financial circuit breaker monitors token usage during these batch calculations. If the cost hits your predefined budget, the system pauses the agent for human approval. Combine this MCP with a CRM connector to pull client requirements straight from your database. Built-in token optimization reduces the payload overhead by up to 60 percent. Your agent handles the math while the OpenAI dashboard tracks every step.

Structural Overhead Adjustments

Complex structural grids consume usable space. Send the base metrics to `adjust_area_for_structure` to calculate the true gross area needed to accommodate columns and shear walls. Every calculation generates a cryptographically signed audit trail. You get a SHA-256 hash chain and Ed25519 signatures proving exactly which numbers drove the final design. The data flows through a zero-trust proxy without leaving permanent traces.

Setup guide

Set up Area Program 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 Area Program Calculator tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Area Program 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 Area Program 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="Area Program Calculator Agent",
            instructions="You have access to Area Program Calculator 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 Area Program 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.

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Common questions about Area Program Calculator MCP in OpenAI Agents SDK

Install openai-agents via pip. Create an MCPServerStreamableHttp instance with your Vinkius endpoint URL. Pass it to your Agent constructor in the mcp_servers list.

Yes. You assign this MCP to a specialized architectural agent. Other agents in your system pass space requirements to it and receive validated square footage totals.

Vinkius AI Analytics logs every tool execution. You see exact token consumption and payload sizes for your space calculations. Optimization algorithms automatically reduce overhead on repeated requests.

You set a hard financial limit on the connection. If the agent exceeds this threshold, the circuit breaker halts execution. A human must approve the continuation.

This MCP processes room dimensions, structural types, and function categories. Vinkius routes these inputs through an ephemeral proxy. Your architectural parameters exist only during the calculation and never touch a persistent disk.

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