How to Use the IBESTAT (Estadística Illes Balears) MCP in OpenAI Agents SDK

Q: How do I register the IBESTAT (Estadística Illes Balears) tools in my OpenAI Agents SDK project?

Install the package and pass the server URL to MCPServerStreamableHttpParams. The SDK discovers tools like getdata automatically when you pass the server instance to your agent constructor.

Q: Can my agent explore available tables in IBESTAT (Estadística Illes Balears) using the OpenAI Agents SDK?

Yes. The agent uses listoperations to find broad categories and then calls listresources to locate specific tables. This lets the agent browse the entire database dynamically.

Q: Does this MCP Server support performance optimization for high-frequency runs?

Yes, you should set cacheToolsList=True in your Python configuration. This prevents the SDK from querying the server for tool definitions on every single message.

Feed verified Balearic regional statistics straight to your OpenAI Agents SDK workflows without manually scraping Spanish government tables.

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Connect IBESTAT (Estadística Illes Balears) MCP to OpenAI Agents SDK

Create your Vinkius account to connect IBESTAT (Estadística Illes Balears) to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup IBESTAT (Estadística Illes Balears) with OpenAI Agents SDK

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Map Balearic operations with OpenAI Agents SDK

Your agents can now run automated discovery across the entire Balearic statistical registry. By calling `list_operations` via this MCP Server, the agent pulls current IDs for tourism, employment, or demographic indexes without hardcoded endpoints. This keeps your agentic runs dynamic. The OpenAI SDK handles the server stream natively, letting the model decide which statistical category to inspect next based on the user's prompt.

Retrieve raw datasets directly into agent memory

Stop guessing the structure of Spanish regional data tables. Your agent runs `get_data` to pull the exact figures it needs for Mallorca, Menorca, or Ibiza, feeding clean arrays directly into your analysis loops. Because the OpenAI Agents SDK supports strict tool schemas, the agent knows exactly what parameters to pass. It extracts clean, structured payloads from this MCP Server without hallucinating regional codes.

Inspect metadata schemas to verify regional data sources

When your agent needs to verify the origin or measurement unit of a metric, it invokes `get_metadata` and `list_resources`. This ensures the agent does not mix up inflation indexes with raw tourism counts. The SDK tracks these tool calls in your OpenAI dashboard. You get a clean audit trail showing exactly when and why the agent queried the IBESTAT database.

Setup guide

Set up IBESTAT (Estadística Illes Balears) MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all IBESTAT (Estadística Illes Balears) tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives IBESTAT (Estadística Illes Balears) tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate IBESTAT (Estadística Illes Balears) tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="IBESTAT (Estadística Illes Balears) Agent",
            instructions="You have access to IBESTAT (Estadística Illes Balears) tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about IBESTAT (Estadística Illes Balears) MCP in OpenAI Agents SDK

Install the package and pass the server URL to `MCPServerStreamableHttpParams`. The SDK discovers tools like `get_data` automatically when you pass the server instance to your agent constructor.

Yes. The agent uses `list_operations` to find broad categories and then calls `list_resources` to locate specific tables. This lets the agent browse the entire database dynamically.

The SDK validates tool definitions at runtime. If the model tries to call `get_metadata` with wrong arguments, the SDK catches it before hitting the Balearic API.

Yes, you should set `cacheToolsList=True` in your Python configuration. This prevents the SDK from querying the server for tool definitions on every single message.

This MCP Server runs in an isolated V8 sandbox on Vinkius. Your queries for Balearic regional statistical data run in ephemeral containers, meaning no Spanish database credentials or custom queries are saved.

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