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Fundamental Math MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 5 tools to Calculate Factorial, Calculate Percentage, Calculate Power, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Fundamental Math through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Ask AI about this MCP Server for OpenAI Agents SDK

The Fundamental Math MCP Server for OpenAI Agents SDK is a standout in the Developer Tools category — giving your AI agent 5 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Fundamental Math Assistant",
            instructions=(
                "You help users interact with Fundamental Math. "
                "You have access to 5 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Fundamental Math"
        )
        print(result.final_output)

asyncio.run(main())
Fundamental Math
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<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Fundamental Math MCP Server

Large Language Models are brilliant at reasoning, but they notoriously hallucinate when performing exact mathematics. The Fundamental Math MCP Server solves this by providing your autonomous agents with a deterministic, zero-latency computational engine.

The OpenAI Agents SDK auto-discovers all 5 tools from Fundamental Math through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Fundamental Math, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

The Superpowers

  • Zero Hallucinations: Guarantees 100% mathematical accuracy for critical workflows like finance and statistics.
  • Privacy First (Local): Executes purely in local JavaScript. No API calls, no data leaves your secure enclave.
  • The Classic Rule of Three: Easily solve proportional problems (if A is to B, then C is to X) without complex prompting.
  • Essential Toolkit: Built-in tools for percentages, square roots, exponential powers, and factorials.
Stop relying on probabilistic models for exact numbers. Equip your agent with a real calculator.

The Fundamental Math MCP Server exposes 5 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 Fundamental Math tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Fundamental Math through Vinkius, your AI agent gets direct access to every tool listed below — spanning deterministic-math, computation, precision-engine, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

calculate

Calculate factorial on Fundamental Math

Calculates the factorial of a non-negative integer

calculate

Calculate percentage on Fundamental Math

Calculates the percentage of a given total value

calculate

Calculate power on Fundamental Math

Calculates the base raised to the exponent power

calculate

Calculate rule of three on Fundamental Math

Solves a simple rule of three (proportionality)

calculate

Calculate square root on Fundamental Math

Calculates the square root of a given number

Connect Fundamental Math to OpenAI Agents SDK via MCP

Follow these steps to wire Fundamental Math into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 5 tools from Fundamental Math

Why Use OpenAI Agents SDK with the Fundamental Math MCP Server

OpenAI Agents SDK provides unique advantages when paired with Fundamental Math through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Fundamental Math + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Fundamental Math MCP Server delivers measurable value.

01

Automated workflows: build agents that query Fundamental Math, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Fundamental Math, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Fundamental Math tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Fundamental Math to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for Fundamental Math in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Fundamental Math immediately.

01

"I have a total budget of 4500 and I want to allocate 17.5% to marketing. Calculate the exact value."

02

"If an ad campaign generated 120 leads with a $500 investment, how many leads can I expect with a $2500 investment?"

03

"Calculate the factorial of 12 for my probability distribution script."

Troubleshooting Fundamental Math MCP Server with OpenAI Agents SDK

Common issues when connecting Fundamental Math to OpenAI Agents SDK through Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Fundamental Math + OpenAI Agents SDK FAQ

Common questions about integrating Fundamental Math MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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