Bring Labor Market
to OpenAI Agents SDK
Create your Vinkius account to connect World Bank Labor & Trade to OpenAI Agents SDK and start using all 5 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the World Bank Labor & Trade MCP Server?
Leverage the World Bank API to power agentic research into international trade and labor markets.
What you can do
- Labor Markets — Check national unemployment rates and total labor force sizes.
- International Trade — Analyze a nation's reliance on exports and imports.
- Foreign Investment — Audit Foreign Direct Investment (FDI) inflows across borders.
How it works
- Simply subscribe to the server.
- Your agent automatically has access since it requires no API keys.
- Make your agent trade-fluent.
Who is this for?
Supply chain analysts, trade researchers, HR strategists, and international business consultants.
Built-in capabilities (5)
Get exports of goods/services (% of GDP)
Get Foreign Direct Investment, net inflows (% of GDP)
Get total labor force
Get any World Bank labor/trade indicator by code
Get unemployment total (% of labor force)
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 5 tools from World Bank Labor & Trade through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries World Bank Labor & Trade, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
World Bank Labor & Trade in OpenAI Agents SDK
Why run World Bank Labor & Trade with Vinkius?
The World Bank Labor & Trade connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 5 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect World Bank Labor & Trade using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
World Bank Labor & Trade and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect World Bank Labor & Trade to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
World Bank Labor & Trade for OpenAI Agents SDK
Every request between OpenAI Agents SDK and World Bank Labor & Trade is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get started?
Our World Bank Open Data servers require absolutely zero authentication. You do not need to register, get an API key, or setup webhooks. Just instantly connect and your AI agent can begin querying decades of global data.
Can it show me the total size of a competitive workforce?
Yes! Your agent can pull the total labor force number to help multi-national corporations decide on global expansion targets and office placements.
Can my AI analyze foreign direct investment (FDI)?
Precisely. The agent can pull 'FDI net inflows as % of GDP' to measure how effectively a nation attracts international capital.
What is the scale of the data I can access?
You have direct access to 64 years of historical data covering 196+ sovereign states and global regional aggregates, powered directly by the World Bank's robust open data initiatives.
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.
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.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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