How to Use the Factorial MCP in OpenAI Agents SDK

Connect Factorial to OpenAI Agents SDK to automate your HR data lookups and keep your agent pipelines running without manual toil.

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Connect Factorial MCP to OpenAI Agents SDK

Create your Vinkius account to connect Factorial 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 Factorial with OpenAI Agents SDK

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Instant employee data access

Your agents can pull real-time staff records using `list_employees` and `get_employee_details` to verify roles. This bypasses manual database queries and gets you the info you need directly in your agent workflow. Since OpenAI Agents SDK handles the execution context, your agent uses these tools to confirm identity or contact details before taking further action. It turns raw HR data into immediate, actionable context for your autonomous processes.

Automated attendance monitoring

Keep track of who is working and who is out by connecting `list_attendance_shifts` and `list_time_off_leaves` to your agent logic. Your system now sees staff availability as standard data points. This removes the need for checking separate dashboards every time a scheduling conflict arises. Your agent pulls the status, evaluates the data, and notifies you immediately if a shift is unstaffed.

Centralized document auditing

Map your company structure and document library using `list_company_teams` and `list_hr_documents` to keep your internal audits clean. Your agent navigates folders using `list_document_folders` to find specific compliance files. Automating this scan ensures your agent is looking at the latest contract versions from `list_employee_contracts` every time. It keeps your oversight consistent and removes the manual burden of digging through file systems.

Setup guide

Set up Factorial 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 Factorial tools at runtime.
3

Create your Agent

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

Run the agent

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

asyncio.run(main())

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Common questions about Factorial MCP in OpenAI Agents SDK

You manage authorization through a single endpoint token provided by Vinkius. The MCP Server acts as a secure bridge, ensuring your agent only accesses the HR data you explicitly permit.

Yes. The server processes requests efficiently, but you should cache your tool lists to keep performance high. This prevents your agent from hitting API limits during heavy data processing tasks.

Absolutely. Since your agent treats these tools as native functions, you can wrap them in your existing validation logic. This ensures that any data pulled from the HR system is checked against your safety constraints.

It is straightforward. Once you pass the server to your agent constructor, all eight tools are auto-discovered and ready for use. You just call them by name in your code.

Your HR information remains strictly within your environment. The server only transmits the specific data requested by your agent to perform its task, and no persistent storage occurs on the Vinkius platform.

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