Gipuzkoa Irekia MCP Server for Pydantic AIGive Pydantic AI instant access to 9 tools to List Groups, List Organizations, List Packages, and more

Name: Gipuzkoa Irekia
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Gipuzkoa Irekia through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

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The Gipuzkoa Irekia MCP Server for Pydantic AI is a standout in the Knowledge Management category — giving your AI agent 9 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Gipuzkoa Irekia "
            "(9 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Gipuzkoa Irekia?"
    )
    print(result.data)

asyncio.run(main())

Fully ManagedVinkius Servers

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* 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 Gipuzkoa Irekia MCP Server

Connect to the Gipuzkoa Irekia open data portal and empower your AI agent to explore public sector information from the Gipuzkoa region through natural conversation.

Pydantic AI validates every Gipuzkoa Irekia tool response against typed schemas, catching data inconsistencies at build time. Connect 9 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Dataset Discovery — Search for specific datasets (packages) using keywords or filter by organization and metadata
Resource Inspection — Access detailed metadata for specific data files (resources), including formats and download links
Organizational Browsing — List and inspect the various public departments and municipalities that publish data
Thematic Exploration — Navigate data through thematic groups such as transport, environment, or economy
Advanced Querying — Perform Solr-like searches to find precise information within the vast public catalog

The Gipuzkoa Irekia MCP Server exposes 9 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 9 Gipuzkoa Irekia tools available for Pydantic AI

When Pydantic AI connects to Gipuzkoa Irekia through Vinkius, your AI agent gets direct access to every tool listed below — spanning open-data, public-sector, dataset-discovery, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

list

List groups on Gipuzkoa Irekia

List all group names

list

List organizations on Gipuzkoa Irekia

List all organization names

list

List packages on Gipuzkoa Irekia

List all dataset (package) names

Search packages on Gipuzkoa Irekia

Search for datasets

Search resources on Gipuzkoa Irekia

Search for resources

show

Show group on Gipuzkoa Irekia

Get details for a specific group

show

Show organization on Gipuzkoa Irekia

Get details for a specific organization

show

Show package on Gipuzkoa Irekia

Get metadata for a specific dataset

show

Show resource on Gipuzkoa Irekia

Get metadata for a specific resource

Connect Gipuzkoa Irekia to Pydantic AI via MCP

Follow these steps to wire Gipuzkoa Irekia into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 9 tools from Gipuzkoa Irekia with type-safe schemas

Why Use Pydantic AI with the Gipuzkoa Irekia MCP Server

Pydantic AI provides unique advantages when paired with Gipuzkoa Irekia through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Gipuzkoa Irekia integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your Gipuzkoa Irekia connection logic from agent behavior for testable, maintainable code

Gipuzkoa Irekia + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Gipuzkoa Irekia MCP Server delivers measurable value.

Type-safe data pipelines: query Gipuzkoa Irekia with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple Gipuzkoa Irekia tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query Gipuzkoa Irekia and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock Gipuzkoa Irekia responses and write comprehensive agent tests

Example Prompts for Gipuzkoa Irekia in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Gipuzkoa Irekia immediately.

"List all the organizations that publish open data in Gipuzkoa."

"Search for datasets related to 'environment' in the Gipuzkoa Irekia catalog."

"Show me the metadata for the dataset named 'presupuestos-municipales'."

Troubleshooting Gipuzkoa Irekia MCP Server with Pydantic AI

Common issues when connecting Gipuzkoa Irekia to Pydantic AI through Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Gipuzkoa Irekia + Pydantic AI FAQ

Common questions about integrating Gipuzkoa Irekia MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your Gipuzkoa Irekia MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.