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 Google ADK 5 tools — connect in under 2 minutes

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

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 5 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add World Bank Labor & Trade as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="world_bank_labor_trade_agent",
    instruction=(
        "You help users interact with World Bank Labor & Trade "
        "using 5 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

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.

Google ADK natively supports World Bank Labor & Trade as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 5 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the World Bank Labor & Trade MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 5 tools from World Bank Labor & Trade via MCP

Why Use Google ADK with the World Bank Labor & Trade MCP Server

Google ADK provides unique advantages when paired with World Bank Labor & Trade through the Model Context Protocol.

Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with World Bank Labor & Trade

Production-ready features like session management, evaluation, and deployment come built-in — not bolted on

Seamless integration with Google Cloud services means you can combine World Bank Labor & Trade tools with BigQuery, Vertex AI, and Cloud Functions

World Bank Labor & Trade + Google ADK Use Cases

Practical scenarios where Google ADK combined with the World Bank Labor & Trade MCP Server delivers measurable value.

Enterprise data agents: ADK agents query World Bank Labor & Trade and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine World Bank Labor & Trade tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query World Bank Labor & Trade regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including World Bank Labor & Trade

World Bank Labor & Trade MCP Tools for Google ADK (5)

These 5 tools become available when you connect World Bank Labor & Trade to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

Common issues when connecting World Bank Labor & Trade to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

World Bank Labor & Trade + Google ADK FAQ

Common questions about integrating World Bank Labor & Trade MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.