World Bank Full Access MCP Server for OpenAI Agents SDK 30 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect World Bank Full Access through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="World Bank Full Access Assistant",
instructions=(
"You help users interact with World Bank Full Access. "
"You have access to 30 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from World Bank Full Access"
)
print(result.final_output)
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.
The OpenAI Agents SDK auto-discovers all 30 tools from World Bank Full Access through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries World Bank Full Access, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the World Bank Full Access MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 30 tools from World Bank Full Access
Why Use OpenAI Agents SDK with the World Bank Full Access MCP Server
OpenAI Agents SDK provides unique advantages when paired with World Bank Full Access through the Model Context Protocol.
Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
World Bank Full Access + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the World Bank Full Access MCP Server delivers measurable value.
Automated workflows: build agents that query World Bank Full Access, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries World Bank Full Access, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through World Bank Full Access tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query World Bank Full Access to resolve tickets, look up records, and update statuses without human intervention
World Bank Full Access MCP Tools for OpenAI Agents SDK (30)
These 30 tools become available when you connect World Bank Full Access to OpenAI Agents SDK 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting World Bank Full Access to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
World Bank Full Access + OpenAI Agents SDK FAQ
Common questions about integrating World Bank Full Access MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect World Bank Full Access with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect World Bank Full Access to OpenAI Agents SDK
Get your token, paste the configuration, and start using 30 tools in under 2 minutes. No API key management needed.