Vinkius
World Bank Labor & Trade

World Bank Labor & Trade MCP for AI. Analyze global trade flows and labor metrics instantly.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

World Bank Labor & Trade MCP on Cursor AI Code EditorWorld Bank Labor & Trade MCP on Claude Desktop AppWorld Bank Labor & Trade MCP on OpenAI Agents SDKWorld Bank Labor & Trade MCP on Visual Studio CodeWorld Bank Labor & Trade MCP on GitHub Copilot AI AgentWorld Bank Labor & Trade MCP on Google Gemini AIWorld Bank Labor & Trade MCP on Lovable AI DevelopmentWorld Bank Labor & Trade MCP on Mistral AI AgentsWorld Bank Labor & Trade MCP on Amazon AWS Bedrock

Connect to your AI in seconds.

World Bank Labor & Trade MCP gives your agent direct access to global economic data from the World Bank API.

You can instantly pull national unemployment rates, track labor force sizes, analyze trade balances using exports and imports, and audit Foreign Direct Investment (FDI) flows across any country.

What your AI can do

Get unemployment rate

Gets the percentage of the total labor force that is currently unemployed.

Get labor force

Provides the total number of people participating in a country's labor force.

Get exports

Retrieves data on what percentage of a country's GDP comes from its exports.

+ 2 more capabilities included
Assess national unemployment rates

Get the total percentage of people without jobs relative to the entire labor force in a specific country.

Measure total workforce size

Retrieve the absolute number of people participating in the economy (the total labor force) for any selected nation.

Calculate export value by GDP share

Determine what percentage of a country's gross domestic product comes from goods and services it sells abroad.

Analyze capital investment inflows

Measure the net amount of foreign money flowing into a country, expressed as a percentage of its GDP.

Check general trade indicators

Access various pre-defined labor and international trade metrics using a specific World Bank code for targeted research.

Included with Plan

Waiting for input…

AI Agent

World Bank Labor & Trade: 5 Tools

These five tools allow your agent to retrieve specific metrics on international trade, capital investment, labor force size, and unemployment rates from the World Bank.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using World Bank Labor & Trade on Vinkius

Get Unemployment Rate

Gets the percentage of the total labor force that is currently unemployed.

Get Labor Force

Provides the total number of people participating in a country's labor force.

Get Exports

Retrieves data on what percentage of a country's GDP comes from its exports.

Get Fdi

Gets the net inflow percentage of foreign direct investment relative to the nation’s...

Get Labor Trade Indicator

Fetches specific, predefined World Bank indicators related to labor and trade using...

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The World Bank Labor & Trade integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on every call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with World Bank Labor & Trade, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,000+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
World Bank Labor & Trade MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by World Bank Open Data. 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.

VINKIUS INFRASTRUCTURE

Cloud Hosted

Managed infra

V8 Isolated

Sandboxed per request

Zero-Trust Proxy

No stored credentials

DLP Enforced

Policy on every call

GDPR Compliant

EU data residency

Token Compression

~60% cost reduction

Your data is protected. See how we built it.

Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 5 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Figuring out global economic trends used to mean spending days downloading spreadsheets.

Today, if you want a comparative look at trade and labor across several countries, you're stuck. You download CSVs from the World Bank site, then manually open them in Excel or Jupyter Notebooks. You spend hours writing code just to normalize data—making sure all country codes match up, aligning years, and calculating derived ratios yourself.

With this MCP, your agent handles that entire tedious process. Instead of managing multiple files and running dozens of boilerplate API calls, you just ask the question in plain English. The system retrieves `get_exports` alongside other metrics automatically, presenting you with a clean, ready-to-use comparison.

The World Bank Labor & Trade MCP gives you actionable global data.

You immediately eliminate the need for manual data cleaning. The agent handles parameter mapping—whether it's calling `get_fdi` or checking the general trade indicator via `get_labor_trade_indicator`. You focus on analysis, not assembly.

What changes now is that you can build complex arguments instantly. You don’t just get numbers; you get a synthesized answer based on multiple data streams operating together.

What your AI can actually do with this

This connector lets you run deep research on international economics without writing a single query. Need to compare how India's FDI inflows relate to its current export growth? Or maybe you need to know the labor force size versus the unemployment rate for three different nations? Your agent handles it all.

You ask the question—like, 'How did Vietnam's trade balance shift after 2015?'—and the MCP pulls the relevant data points from multiple World Bank datasets and synthesizes an answer. Since economic research often involves complex, multi-variable comparisons, you always know exactly what happened behind the scenes. Vinkius AI Analytics gives you full visibility into every call made, showing which indicators were pulled and how your budget is being used.

This means no black boxes; everything that feeds the final report is transparently audited.

Built · Hosted · Managed by Vinkius World Bank Labor & Trade MCP - Global Economic Data
Server ID 019d7620-8a3c-709a-9898-b431bfee5df6
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

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 system ensure security when running get_labor_trade_indicator? +

Your credentials are handled securely through a zero-trust proxy. They are used only in transit, meaning your keys never sit on disk. Vinkius enforces 34+ security rules per call to keep every action isolated and tamper-proof.

What specific metric does the get_exports tool provide? +

The get_exports tool returns data showing a country's exports as a percentage of its GDP. This allows you to directly compare how heavily different nations rely on goods and services sold internationally.

If I use get_fdi and the World Bank doesn't have recent data, what happens? +

The MCP handles missing records gracefully. Instead of failing outright, your agent receives a clear error message specifying that the requested parameters or date range are unavailable. You can then adjust your query inputs.

Are there performance limits if I run multiple queries on this MCP? +

The platform manages rate limits automatically. If you make too many calls in quick succession, the MCP pauses execution and signals exactly when you can try again or suggests batching your requests for optimal throughput.

Built & Managed by Vinkius 30s setup 5 tools

We've already built the connector for World Bank Labor & Trade. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 5 tools are live and waiting. You're up and running in seconds.

Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on Windsurf Windsurf
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
+ other MCP clients

Vinkius gives your AI agents access to the full catalog of app connectors, all fully managed, secure, and enterprise-ready. One subscription, every tool you need.

Zero hosting required Full MCP catalog included Enterprise-grade security Auto-updated by Vinkius

Built, hosted, and secured by Vinkius. You just connect and go.