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Troops MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 7 tools to Create Candidate, Create Job, Generate Contract, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Troops 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 Troops MCP Server for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 7 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="Troops Assistant",
            instructions=(
                "You help users interact with Troops. "
                "You have access to 7 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Troops
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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 Troops MCP Server

Connect your Troops account to any AI agent to streamline your recruitment and HR operations through natural conversation.

The OpenAI Agents SDK auto-discovers all 7 tools from Troops through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Troops, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Job Management — List existing job offers or create new ones with specific locations and dates using list_jobs and create_job.
  • Candidate Pipeline — Register new candidates and retrieve detailed profiles instantly with create_candidate and get_candidate.
  • Contract Automation — Generate legal contracts for specific jobs and trigger electronic signature processes via generate_contract and sign_contract.
  • Time Tracking — Submit and manage timesheets for active contracts to ensure accurate payroll using submit_timesheet.

The Troops MCP Server exposes 7 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 7 Troops tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Troops through Vinkius, your AI agent gets direct access to every tool listed below — spanning job-management, candidate-tracking, timesheets, 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.

create

Create candidate on Troops

Register a new candidate

create

Create job on Troops

Create a new job offer

generate

Generate contract on Troops

Generate a contract

get

Get candidate on Troops

Get candidate details

list

List jobs on Troops

Can be filtered by status. List job offers

sign

Sign contract on Troops

Sign a contract

submit

Submit timesheet on Troops

Submit a time sheet

Connect Troops to OpenAI Agents SDK via MCP

Follow these steps to wire Troops 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 7 tools from Troops

Why Use OpenAI Agents SDK with the Troops MCP Server

OpenAI Agents SDK provides unique advantages when paired with Troops 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

Troops + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Troops in OpenAI Agents SDK

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

01

"List all published job offers in the system."

02

"Register a new candidate: Alice Smith, alice.smith@email.com."

03

"Generate a contract for candidate cand_987 for job job_001 with a salary rate of 55."

Troubleshooting Troops MCP Server with OpenAI Agents SDK

Common issues when connecting Troops 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.

Troops + OpenAI Agents SDK FAQ

Common questions about integrating Troops 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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