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.

World Bank Labor & Trade MCP Server for VS Code Copilot 5 tools — connect in under 2 minutes

Name: World Bank Labor & Trade
Availability: InStock
Author: Vinkius

code.visualstudio.com/docs/copilot/chat/mcp-servers

Built by Vinkius GDPR 5 Tools IDE

GitHub Copilot in VS Code is the most widely adopted AI coding assistant, embedded directly into the world's most popular code editor. With MCP support in Agent mode, Copilot can access external data and APIs to generate context-aware code grounded in real-time information.

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The modern way to manage MCP Servers — no config files, no terminal commands. Install World Bank Labor & Trade and 2,500+ MCP Servers from a single visual interface.

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Classic Setup·json

{
  "mcpServers": {
    "world-bank-labor-trade": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<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 World Bank Labor & Trade MCP Server

Leverage the World Bank API to power agentic research into international trade and labor markets.

GitHub Copilot Agent mode brings World Bank Labor & Trade data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 5 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.

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.

The World Bank Labor & Trade MCP Server exposes 5 tools through the Vinkius. Connect it to VS Code Copilot in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect World Bank Labor & Trade to VS Code Copilot via MCP

Follow these steps to integrate the World Bank Labor & Trade MCP Server with VS Code Copilot.

Create MCP config

Create a .vscode/mcp.json file in your project root

Add the server config

Paste the JSON configuration above

Enable Agent mode

Open GitHub Copilot Chat and switch to Agent mode using the dropdown

Start using World Bank Labor & Trade

Ask Copilot: "Using World Bank Labor & Trade, help me...". 5 tools available

Why Use VS Code Copilot with the World Bank Labor & Trade MCP Server

GitHub Copilot for Visual Studio Code provides unique advantages when paired with World Bank Labor & Trade through the Model Context Protocol.

VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor

Project-scoped MCP configs (`.vscode/mcp.json`) let you commit server configurations to your repository, ensuring the entire team shares the same tool access

Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop

GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services

World Bank Labor & Trade + VS Code Copilot Use Cases

Practical scenarios where VS Code Copilot combined with the World Bank Labor & Trade MCP Server delivers measurable value.

Live API integration: Copilot can query an MCP server, inspect the response schema, and generate typed API client code in the same step

DevSecOps workflows: security teams can give developers access to domain intelligence tools directly in their editor for real-time vulnerability assessment during code review

Data pipeline development: Copilot fetches sample data via MCP and generates transformation scripts, validators, and test fixtures from actual API responses

Documentation generation: Copilot queries available tools and auto-generates README sections, API reference docs, and usage examples

World Bank Labor & Trade MCP Tools for VS Code Copilot (5)

These 5 tools become available when you connect World Bank Labor & Trade to VS Code Copilot via MCP:

get_exports

Get exports of goods/services (% of GDP)

get_fdi

Get Foreign Direct Investment, net inflows (% of GDP)

get_labor_force

Get total labor force

get_labor_trade_indicator

Get any World Bank labor/trade indicator by code

get_unemployment_rate

Get unemployment total (% of labor force)

Example Prompts for World Bank Labor & Trade in VS Code Copilot

Ready-to-use prompts you can give your VS Code Copilot agent to start working with World Bank Labor & Trade immediately.

"How heavily does Germany rely on exports compared to the UK?"

"What is the youth unemployment rate in Spain versus France?"

"Which emerging markets attract the most foreign direct investment?"

Troubleshooting World Bank Labor & Trade MCP Server with VS Code Copilot

Common issues when connecting World Bank Labor & Trade to VS Code Copilot through the Vinkius, and how to resolve them.

MCP tools not available

Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.

World Bank Labor & Trade + VS Code Copilot FAQ

Common questions about integrating World Bank Labor & Trade MCP Server with VS Code Copilot.

Which VS Code version supports MCP?

MCP support requires VS Code 1.99 or later with the GitHub Copilot extension. Ensure both are updated to the latest version. Older versions of Copilot may not expose the Agent mode toggle.

How do I switch to Agent mode?

Open the Copilot Chat panel and look for two mode options: "Ask" and "Agent". Click "Agent" to enable autonomous tool calling. In Ask mode, Copilot provides conversational answers but cannot invoke MCP tools.

Can I restrict which MCP tools Copilot can access?

Yes. VS Code shows a tool consent dialog before any MCP tool is invoked for the first time. You can also configure tool access policies at the organization level through GitHub Copilot settings.

Does MCP work in VS Code Remote or Codespaces?

Yes. MCP servers configured via .vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.