How to Use the Comunidad de Madrid (Portal Regional) MCP in Cursor

Q: Can Cursor use Comunidad de Madrid (Portal Regional) to generate code with real data?

Yes. Cursor uses the searchdatastore tool to fetch actual records from Madrid's databases, letting the AI generate code based on real public schemas rather than placeholder data.

Q: How do I configure the Comunidad de Madrid (Portal Regional) MCP Server in Cursor?

Add the server to your project's .cursor/mcp.json file. Once configured, Cursor's agent mode can automatically call the Madrid open data tools during your coding sessions.

Q: Does Comunidad de Madrid (Portal Regional) support filtering datasets inside Cursor?

Yes. You can ask Cursor to run searchdatasets with specific terms like 'salud' or 'transporte' to find and filter Madrid's regional datasets without opening a browser.

Feed live Madrid public datastore queries directly into your Cursor codebase to build apps with real regional data.

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Connect Comunidad de Madrid (Portal Regional) MCP to Cursor

Create your Vinkius account to connect Comunidad de Madrid (Portal Regional) to Cursor 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 Comunidad de Madrid (Portal Regional) with Cursor

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Build apps with live Madrid datastore queries in Cursor

The `search_datastore` tool pulls live rows of Madrid public data straight into Cursor. This lets you build features using real Spanish regional data instead of writing static mocks in your Cursor editor. Your agent automatically inspects the returned JSON structure. It uses these real-world Madrid payloads to generate accurate TypeScript interfaces or database schemas while you write code in Cursor.

Inspect Madrid resource schemas inside your editor

The `get_resource` tool fetches the precise schema and metadata of any Madrid regional asset. You can call this tool using Cursor's agent mode to understand public database fields instantly. This eliminates guess-work when parsing Madrid's database fields. The agent reads the official resource schema and writes validation logic or parsing functions that match the Spanish registry exactly inside Cursor.

Discover Spanish public datasets without leaving Cursor

The `search_datasets` tool finds transport, health, or financial datasets inside Cursor without breaking your flow. You run queries directly from your Cursor chat panel to locate official source files from Madrid. Once found, use `list_datasets` to grab the specific Madrid identifiers you need. The Cursor editor then writes the fetch calls and integrates them directly into your active project.

Setup guide

Set up Comunidad de Madrid (Portal Regional) MCP in Cursor

Prerequisites

Cursor installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the Comunidad de Madrid (Portal Regional) MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent Comunidad de Madrid (Portal Regional) transactions." If the MCP tools are loaded correctly, Cursor will call the Comunidad de Madrid (Portal Regional) tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

{
  "mcpServers": {
    "comunidad-de-madrid-portal-regional-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Comunidad de Madrid (Portal Regional). 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.

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Common questions about Comunidad de Madrid (Portal Regional) MCP in Cursor

Yes. Cursor uses the `search_datastore` tool to fetch actual records from Madrid's databases, letting the AI generate code based on real public schemas rather than placeholder data.

Add the server to your project's `.cursor/mcp.json` file. Once configured, Cursor's agent mode can automatically call the Madrid open data tools during your coding sessions.

Yes. You can ask Cursor to run `search_datasets` with specific terms like 'salud' or 'transporte' to find and filter Madrid's regional datasets without opening a browser.

No. The tools fetch data directly from the official Community of Madrid public APIs, so you only need an active internet connection for Cursor to retrieve the data.

No. The server only queries public Madrid datasets and datastores. Your local source code in Cursor is never sent to the Madrid regional portal; only the search terms and database queries are transmitted.

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