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How to Use the Geometry Calculator MCP in OpenAI Agents SDK

Get instant spatial math in your OpenAI Agents SDK production pipelines without the latency of cloud calls.

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OpenAI Agents SDK

Connect Geometry Calculator MCP to OpenAI Agents SDK

Create your Vinkius account to connect Geometry Calculator 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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Run local geometry math in OpenAI Agents SDK

Stop shipping coordinate math to external APIs. The `calculate_distance` tool handles your point-to-point math inside the agent process, keeping your latency under 15ms. Your OpenAI Agents SDK pipeline stays fast because it doesn't wait on network round-trips. It’s built for agents that need to make real-time decisions without external dependencies.

Compute volumes for physical agents

Use `calculate_3d_volume` to feed your agent exact spatial metrics. Whether you're tracking warehouse capacity or drone clearance, the math happens exactly where your logic resides. This keeps your agent state clean and predictable. You avoid the hidden costs of cloud-based calculators and keep all your data within your local environment.

Validate 2D area for your agents

Calculate footprints for rectangles, circles, or triangles using the `calculate_2d_area` tool. It provides the raw numbers your agent needs to plan paths or allocate resources. Accuracy is non-negotiable in production code. This MCP server delivers the same output every time, ensuring your agent logic doesn't drift due to floating-point variance.

Setup guide

Set up Geometry 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. 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. 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 Geometry Calculator tools at runtime.

  3. 3

    Create your Agent

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

  4. 4

    Run the agent

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

asyncio.run(main())

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by geometry-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 Geometry Calculator MCP in OpenAI Agents SDK

You initialize the server via the MCPServerStreamableHttp class and pass it to your Agent constructor. The OpenAI Agents SDK automatically discovers the tools, allowing you to call them instantly.
Yes. Since the server runs as a local process, your agent performs all geometric operations without needing an internet connection. This is vital for air-gapped production environments.
Absolutely. The sub-millisecond execution time of these tools makes them ideal for high-frequency checks. Your agent can verify distances before taking any physical action.
The server uses standard IEEE 754 arithmetic. We recommend implementing input sanitization in your agent to ensure coordinates remain within safe bounds before calling the tools.
Your coordinate and dimension data never leave the host machine. The Geometry Calculator processes every request locally, ensuring no sensitive geometry metrics are transmitted over the wire.

Start using the Geometry Calculator MCP today

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