How to Use the IBESTAT (Estadística Illes Balears) MCP in Pydantic AI

Q: How do I add IBESTAT (Estadística Illes Balears) to my Pydantic AI agent?

Instantiate an MCPToolset with the Vinkius HTTP URL and pass it to your agent's toolsets list. Your agent will immediately access tools like getdata with full type validation.

Q: Can I use SSE transport with this MCP Server to connect Pydantic AI to IBESTAT (Estadística Illes Balears)?

Yes, the MCPToolset supports both Streamable HTTP and SSE transports. This allows you to connect to the externally hosted Vinkius server easily.

Type-safe Balearic statistical queries for Pydantic AI agents with strict runtime validation.

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Connect IBESTAT (Estadística Illes Balears) MCP to Pydantic AI

Create your Vinkius account to connect IBESTAT (Estadística Illes Balears) to Pydantic AI 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 Pydantic AI

Ask AI about this MCP

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Claude

Perplexity

Enforce strict schemas on Balearic data tables

Pydantic AI thrives on strict typing. When your agent calls `get_data`, the response is parsed directly into Pydantic models, preventing corrupt or incomplete tables from breaking your production code. If the Balearic API returns a null value where an integer is expected, the framework raises a validation error immediately. This keeps your downstream pipelines clean.

Dynamically discover resources with Pydantic AI MCP Server tools

Use `list_operations` and `list_resources` to build self-correcting data discovery loops. Your agent can search for specific tourism tables, validate the structure, and query them without manual intervention. The framework handles the tool signatures under the hood. You pass the `MCPToolset` to your agent, and the system handles the rest.

Parse metadata directly into typed Python models

By calling `get_metadata` via this MCP Server, your agent fetches the precise schema of any Balearic statistical operation. Pydantic AI validates this payload, ensuring your agent always knows the exact units and update frequencies. This eliminates silent failures where an agent assumes a metric is a percentage when it is actually a raw count.

Setup guide

Set up IBESTAT (Estadística Illes Balears) MCP in Pydantic AI

Prerequisites

Python 3.10+ installed
pydantic-ai-slim[fastmcp] package
Active Vinkius subscription with a valid endpoint token

1

Install Pydantic AI with FastMCP
Run pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecated MCPServerHTTP class with full protocol support.
2

Configure the FastMCPToolset
Pass a JSON-style config dict to FastMCPToolset with your Vinkius URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports Streamable HTTP, SSE, and Stdio transports.
3

Create and run your agent
Pass the toolset to Agent(toolsets=[toolset]) and call agent.run(). Swap openai:gpt-4o for any supported model — Anthropic, Google, Mistral, or Groq.

agent.py

from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset

toolset = FastMCPToolset({
    "mcpServers": {
        "ibestat-estadistica-illes-balears-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

agent = Agent(
    "openai:gpt-4o",
    toolsets=[toolset],
    system_prompt="You have access to IBESTAT (Estadística Illes Balears) tools.",
)

result = await agent.run("List recent IBESTAT (Estadística Illes Balears) transactions")
print(result.output)

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Common questions about IBESTAT (Estadística Illes Balears) MCP in Pydantic AI

Instantiate an `MCPToolset` with the Vinkius HTTP URL and pass it to your agent's `toolsets` list. Your agent will immediately access tools like `get_data` with full type validation.

The framework will fail loudly with a validation error. This prevents your agent from processing malformed Balearic regional data silently.

Yes, the `MCPToolset` supports both Streamable HTTP and SSE transports. This allows you to connect to the externally hosted Vinkius server easily.

No, the server exposes standard schemas that the framework translates into dynamic Pydantic models at runtime.

Yes, your connection uses a single secure endpoint token. The Vinkius sandbox ensures your queries for Balearic regional statistical data are executed in an isolated, short-lived environment.

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