World Bank Labor & Trade MCP Server for Mastra AI 5 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect World Bank Labor & Trade through the Vinkius and Mastra agents discover all tools automatically — type-safe, streaming-ready, and deployable anywhere Node.js runs.
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Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token — get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"world-bank-labor-trade": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "World Bank Labor & Trade Agent",
instructions:
"You help users interact with World Bank Labor & Trade " +
"using 5 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with World Bank Labor & Trade?"
);
console.log(result.text);
}
main();
* 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.
Mastra's agent abstraction provides a clean separation between LLM logic and World Bank Labor & Trade tool infrastructure. Connect 5 tools through the Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution — deployable to any Node.js host in one command.
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 Mastra AI 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 Mastra AI via MCP
Follow these steps to integrate the World Bank Labor & Trade MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 5 tools from World Bank Labor & Trade via MCP
Why Use Mastra AI with the World Bank Labor & Trade MCP Server
Mastra AI provides unique advantages when paired with World Bank Labor & Trade through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure — add World Bank Labor & Trade without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every World Bank Labor & Trade tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host — Vercel, Railway, Fly.io, or your own infrastructure
World Bank Labor & Trade + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the World Bank Labor & Trade MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query World Bank Labor & Trade, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed World Bank Labor & Trade as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query World Bank Labor & Trade on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using World Bank Labor & Trade tools alongside other MCP servers
World Bank Labor & Trade MCP Tools for Mastra AI (5)
These 5 tools become available when you connect World Bank Labor & Trade to Mastra AI 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 Mastra AI
Ready-to-use prompts you can give your Mastra AI 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 Mastra AI
Common issues when connecting World Bank Labor & Trade to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpWorld Bank Labor & Trade + Mastra AI FAQ
Common questions about integrating World Bank Labor & Trade MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
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Connect World Bank Labor & Trade to Mastra AI
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.