How to Use the Gipuzkoa Irekia MCP in OpenAI Agents SDK

Q: Can my OpenAI Agents SDK agent handle multiple Gipuzkoa Irekia datasets at once?

Yes. The agent can chain tool calls to scan groups with listgroups and drill down into specific packages as needed. It manages the context autonomously.

Plug Gipuzkoa Irekia datasets into your OpenAI Agents SDK production pipeline for reliable, verifiable data access.

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Connect Gipuzkoa Irekia MCP to OpenAI Agents SDK

Create your Vinkius account to connect Gipuzkoa Irekia 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 Gipuzkoa Irekia with OpenAI Agents SDK

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Perplexity

Instant dataset discovery

Your agent maps the open data landscape by calling `list_packages` or `list_organizations` directly. It identifies relevant metadata without manual intervention. This MCP Server handles the handshake, letting your agent focus on processing the returned JSON payloads for your downstream logic.

Granular resource searching

Use `search_packages` and `search_resources` to pinpoint specific files or datasets within the Gipuzkoa portal. You get exact pointers to the data you need for your agent's current task. Everything happens in-memory during your agent's execution flow. No need to build custom wrappers for the underlying CKAN API.

Deep metadata inspection

Call `show_package` or `show_resource` to pull full technical details for any entry. Your agent retrieves precise schemas and links to facilitate cleaner data ingestion. This works within your safety-constrained agent system. The tools respond immediately, providing the context required for your agent to make informed decisions.

Setup guide

Set up Gipuzkoa Irekia 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 Gipuzkoa Irekia tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Gipuzkoa Irekia 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="Gipuzkoa Irekia Agent",
            instructions="You have access to Gipuzkoa Irekia 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 Gipuzkoa Irekia MCP in OpenAI Agents SDK

You initialize the connection using the MCPServerStreamableHttp class. Pass your endpoint URL to the constructor and add the server to your agent's tool list.

Yes. The agent can chain tool calls to scan groups with `list_groups` and drill down into specific packages as needed. It manages the context autonomously.

It is. Since the tools return structured data, all responses are captured by your existing tracing infrastructure. You can monitor every query your agent makes.

You can enable caching via the agent config if you need to reduce latency. Otherwise, it queries the Gipuzkoa portal directly for the most current information.

The server only touches public Gipuzkoa Irekia records. It doesn't store your agent's internal state or private keys, keeping your workspace isolated and secure.

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