How to Use the Datos Abiertos Castilla-La Mancha MCP in AutoGen

Let your AutoGen agents debate and analyze Castilla-La Mancha public datasets to make consensus-driven decisions.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Datos Abiertos Castilla-La Mancha MCP to AutoGen

Create your Vinkius account to connect Datos Abiertos Castilla-La Mancha to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Datos Abiertos Castilla-La Mancha with AutoGen

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Let AutoGen agents discover Spanish datasets

This MCP Server provides `list_datasets` and `get_dataset` to give your AutoGen agents direct access to Spanish regional statistics. One agent can search for relevant topics while another validates the dataset's publication date. This division of labor prevents your system from using stale public records. Because AutoGen supports multi-agent conversations, the agents can argue about which dataset is most relevant before calling the next tool. You get a more thoroughly vetted result.

Run collaborative queries with `search_datastore`

The `search_datastore` tool allows your AutoGen database agent to query specific tables in the Castilla-La Mancha repository. A separate analyst agent then reviews the returned rows to spot trends or anomalies. This collaborative workflow mimics how human data teams operate. The agents exchange messages to refine the search parameters. If the first query returns too many rows, the analyst agent asks the database agent to run a more filtered search.

Map regional topics using `list_tags` and `get_resource`

The `list_tags` tool helps your AutoGen agents categorize the vast Castilla-La Mancha catalog by topic using this MCP Server. An agent reads these tags to narrow down the search space before pulling file details with `get_resource`. This structured approach saves API calls and speeds up execution. If a resource format is incompatible, a security agent can flag it before the execution agent tries to download it. This multi-agent verification keeps your pipeline running smoothly.

Setup guide

Set up Datos Abiertos Castilla-La Mancha MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Datos Abiertos Castilla-La Mancha tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Datos Abiertos Castilla-La Mancha_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Datos Abiertos Castilla-La Mancha data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Datos Abiertos Castilla-La Mancha_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Datos Abiertos Castilla-La Mancha data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Datos Abiertos Castilla-La Mancha. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Datos Abiertos Castilla-La Mancha now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Datos Abiertos Castilla-La Mancha MCP in AutoGen

You register the MCP tools with a specific assistant agent. The group chat manager then routes the conversation to that agent whenever Castilla-La Mancha data is needed.

Yes, you decide which agent constructors receive the tool list. This lets you isolate the regional data access to a single analyst agent while keeping other agents focused on different tasks.

The adapter returns the raw error message to the agent. Your AutoGen agents can then discuss the error and automatically try a different search query to find the correct dataset.

No, Vinkius hosts the server on our secure infrastructure. You simply point the AutoGen MCP adapter to our hosted HTTP endpoint.

All connections to the regional datastore go through TLS-encrypted tunnels. Vinkius executes the tool calls inside ephemeral sandboxes, ensuring your query parameters and the fetched regional data remain private.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript