World Bank Full Access MCP Server for AutoGen 30 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add World Bank Full Access 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_full_access_agent",
tools=tools,
system_message=(
"You help users with World Bank Full Access. "
"30 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 Full Access MCP Server
The definitive Mega-Server for AI-driven statistical research. Why choose one domain when your AI agent can have them all? This server bundles 30 native tools covering every single World Bank macro-category into a single powerhouse integration.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use World Bank Full Access tools. Connect 30 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
- Omni-Disciplinary Toolkit — 30 native shortcuts for instant access to: Economy, Healthcare, Education, Demographics, Climate Change, Gender, Technology, Agriculture, Trade, and External Debt.
- Universal Indicator Access — A semantic discovery engine allows your agent to dynamically crawl and request any of the remaining 29,506 indicators.
- Taxonomy Masters — Built-in cross-referencing for the entire global ISO country registry, regional mappings, and income-level classifications.
The World Bank Full Access MCP Server exposes 30 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 Full Access to AutoGen via MCP
Follow these steps to integrate the World Bank Full Access 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 30 tools from World Bank Full Access automatically
Why Use AutoGen with the World Bank Full Access MCP Server
AutoGen provides unique advantages when paired with World Bank Full Access through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use World Bank Full Access tools to solve complex tasks
Role-based architecture lets you assign World Bank Full Access 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 Full Access tool calls
Code execution sandbox: AutoGen agents can write and run code that processes World Bank Full Access tool responses in an isolated environment
World Bank Full Access + AutoGen Use Cases
Practical scenarios where AutoGen combined with the World Bank Full Access MCP Server delivers measurable value.
Collaborative analysis: one agent queries World Bank Full Access while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from World Bank Full Access, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using World Bank Full Access data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process World Bank Full Access responses in a sandboxed execution environment
World Bank Full Access MCP Tools for AutoGen (30)
These 30 tools become available when you connect World Bank Full Access to AutoGen via MCP:
get_agriculture_gdp
Get Agriculture, forestry, and fishing, value added (% of GDP)
get_co2_emissions
Get CO2 emissions (metric tons per capita)
get_electricity_access
Get access to electricity (% of population)
get_exports
Get exports of goods/services (% of GDP)
get_external_debt
Get Total external debt stocks (% of GNI)
get_fdi
Get Foreign Direct Investment, net inflows (% of GDP)
get_forest_area
Get forest area (% of land area)
get_gdp
Get Gross Domestic Product (GDP) in current US$
get_gdp_growth
Get annual GDP growth percentage
get_gini_index
Get Gini index
get_health_expenditure
Get current health expenditure (% of GDP)
get_indicator_data
g. SP.POP.TOTL) and country code (e.g. BRA, WLD). Get any World Bank indicator for any country/region
get_infant_mortality
Get infant mortality rate
get_inflation
Get inflation rate (consumer prices, annual %)
get_internet_usage
Get Individuals using the Internet (% of population)
get_labor_force
Get total labor force
get_life_expectancy
Get life expectancy at birth
get_literacy_rate
Get adult literacy rate
get_population_growth
Get annual population growth percentage
get_poverty
15 a day at 2017 international prices. Get poverty headcount ratio at $2.15 a day
get_renewable_energy
Get renewable energy consumption (% of total)
get_research_dev_expenditure
Get Research and development expenditure (% of GDP)
get_total_population
Get total population
get_unemployment_rate
Get unemployment total (% of labor force)
get_women_in_parliament
Get Proportion of seats held by women in national parliaments (%)
list_countries
List World Bank countries
list_topics
List all World Bank Topics (Categories)
search_income_levels
g., HIC, LIC). List World Bank income levels
search_indicators
Search term is required. Search the catalog of 29,506 World Bank indicators
search_regions
List World Bank geographic regions
Example Prompts for World Bank Full Access in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with World Bank Full Access immediately.
"Search for gender-related indicators and pull data for Nordic countries."
"What topics are available in the World Bank data catalog?"
"Find an indicator for 'women in parliament' and get data for the G7 countries."
Troubleshooting World Bank Full Access MCP Server with AutoGen
Common issues when connecting World Bank Full Access to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"World Bank Full Access + AutoGen FAQ
Common questions about integrating World Bank Full Access 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 Full Access to AutoGen
Get your token, paste the configuration, and start using 30 tools in under 2 minutes. No API key management needed.