
Connect Datos Abiertos Castilla-La Mancha to your AI
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Pull regional Spanish datasets directly into your AI agent.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 5 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 5 available through Datos Abiertos Castilla-La Mancha.
- 01
Get resource
Retrieves specific file details and access metadata for a dataset resource.
- 02
List tags
Fetches all active tags used to categorize data within the portal.
- 03
Get dataset
Provides full metadata and descriptive information for a specific dataset.
04-05
2 capabilities in this set.
Part of 5 available through Datos Abiertos Castilla-La Mancha.
- 04
List datasets
Returns a list of all available datasets hosted in the portal.
- 05
Search datastore
Queries specific records within a datastore resource to find exact rows of data.
Real work
What teams actually run
Statistical Research
An analyst asks the agent to find specific economic indicators for a certain year.
App Development
A developer uses the AI to verify the structure of a public dataset before coding.
Environmental Monitoring
A researcher queries air quality datasets to find specific regional readings.
Public Record Audits
A citizen uses the agent to find health center locations or budget data.
Automate a task
Put Datos Abiertos Castilla-La Mancha to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Datos Abiertos Castilla-La Mancha works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Datos Abiertos Castilla-La Mancha to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
941ms average. Fast in production.
Datos Abiertos Castilla-La Mancha is checked daily against the live service.
- Fastest day
- 692ms
- Slowest day
- 1061ms
- 14-day trend
- Improving-6%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 5 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Datos Abiertos Castilla-La Mancha, so you can see the experience inside your AI.
It does not authenticate your account with Datos Abiertos Castilla-La Mancha. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Datos Abiertos Castilla-La Mancha Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_mjXSwoDrxbTAQ0Zmj7hntsNvU6ig8uL2G0GXdePO/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Datos Abiertos Castilla-La Mancha capabilities are ready to use.
{
"mcpServers": {
"datos-abiertos-castilla-la-mancha-mcp": {
"url": "https://edge.vinkius.com/vk_preview_mjXSwoDrxbTAQ0Zmj7hntsNvU6ig8uL2G0GXdePO/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Datos Abiertos Castilla-La Mancha in Claude and other AIs
Who it's for
Built for the work Datos Abiertos Castilla-La Mancha owners hand off.
This MCP is built for professionals who need to interact with Spanish regional public records using natural language.
- 01
Data Analysts
They use the AI to quickly sample regional statistics for reports.
- 02
Developers
They test queries and integrate public data into their own applications.
- 03
Researchers
They navigate complex public records using conversational prompts.
FAQ
Questions Datos Abiertos Castilla-La Mancha owners ask.
- 01
Do I need an API key to use this MCP?
Public data is accessible without one, but providing your own API key from the portal is recommended to avoid rate limits.
- 02
Which AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 03
Can I query specific rows in a CSV file?
Yes, the search_datastore capability allows your agent to search and filter records within tabular resources directly.
- 04
Where does the data come from?
All data is pulled directly from the official Castilla-La Mancha Open Data portal.
- 05
Does Vinkius host this MCP?
Yes, Vinkius hosts and manages the MCP, so you only need to connect your client once to start using it.
- 06
Can I search for specific records inside a CSV file without downloading it?
Yes! Use the search_datastore capability with the Resource ID. You can apply filters and limits to query the data rows directly from the portal's internal database.
- 07
How do I find all available datasets in the portal?
Simply run the list_datasets capability. It will return a comprehensive list of dataset identifiers that you can then inspect further using get_dataset.
- 08
Can I see the categories or tags used to organize the data?
Yes, use the list_tags capability to retrieve all the keywords and categories used by the Castilla-La Mancha portal to classify their information.
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Connect Datos Abiertos Castilla-La Mancha to Claude, Cursor, ChatGPT & more
