World Bank Labor & Trade MCP Server for AutoGen 5 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add World Bank Labor & Trade as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="world_bank_labor_trade_agent",
tools=tools,
system_message=(
"You help users with World Bank Labor & Trade. "
"5 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use World Bank Labor & Trade tools. Connect 5 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen via MCP
Follow these steps to integrate the World Bank Labor & Trade MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 5 tools from World Bank Labor & Trade automatically
Why Use AutoGen with the World Bank Labor & Trade MCP Server
AutoGen provides unique advantages when paired with World Bank Labor & Trade through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use World Bank Labor & Trade tools to solve complex tasks
Role-based architecture lets you assign World Bank Labor & Trade tool access to specific agents — a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive World Bank Labor & Trade tool calls
Code execution sandbox: AutoGen agents can write and run code that processes World Bank Labor & Trade tool responses in an isolated environment
World Bank Labor & Trade + AutoGen Use Cases
Practical scenarios where AutoGen combined with the World Bank Labor & Trade MCP Server delivers measurable value.
Collaborative analysis: one agent queries World Bank Labor & Trade while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from World Bank Labor & Trade, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using World Bank Labor & Trade data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process World Bank Labor & Trade responses in a sandboxed execution environment
World Bank Labor & Trade MCP Tools for AutoGen (5)
These 5 tools become available when you connect World Bank Labor & Trade to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting World Bank Labor & Trade to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"World Bank Labor & Trade + AutoGen FAQ
Common questions about integrating World Bank Labor & Trade MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect World Bank Labor & Trade to AutoGen
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.