• DATA
  • LOGIC
  • ANALYSIS
  • HUMAN

How to query Basque linked data with your AI

Connect to the Open Data Euskadi GraphDB once. After that, your AI handles the SPARQL logic to fetch specific datasets.

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Short answer

How can I query Basque linked data with my AI?

You give your AI a natural language request, and it translates that into a SPARQL query to pull RDF data from the Open Data Euskadi GraphDB. You get structured results without writing a single line of query code yourself. This breakdown shows how the data moves from the graph to your chat.

Data outcomes

What you get

The results of your AI's graph queries.

DATA

Structured RDF sets

The AI pulls raw triples and converts them into a readable format. You get the exact data points requested from the Basque graph.

LOGIC

Automated SPARQL

Your agent handles the complex syntax and graph traversal. You just describe the relationship or entity you're looking for.

ANALYSIS

Immediate insights

Once the data lands in your chat, your AI can immediately summarize or compare the results. It turns raw graph data into answers.

HUMAN

Query refinement

If the graph structure is unexpected, you decide how to adjust the search parameters. The AI provides the data, but you steer the intent.

The workflow

What your AI does when the query arrives.

The AI acts as the bridge between your plain English and the GraphDB.

  1. Translate intent

    Your agent reads your request and determines which entities and properties in the Basque dataset are needed.

    execute_sparql_query

  2. Build the query

    The AI constructs a valid SPARQL statement designed to target the Open Data Euskadi GraphDB structure.

    execute_sparql_query

  3. Fetch the data

    The tool sends the query to the endpoint and retrieves the RDF results.

    execute_sparql_query

  4. Format results

    The AI takes the raw graph response and presents it as a clean, organized list or table in your chat.

    execute_sparql_query

Try it

Copy these to start.

Use these prompts to begin querying the graph.

Starting points

Swap out the specific entities or properties for the Basque datasets you actually need.

Open Data Euskadi Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_wXgwwekM2eL0X2KBjFhKRPLuL1B5kZ1HfP0kjPY7/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Open Data Euskadi capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "open-data-euskadi-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wXgwwekM2eL0X2KBjFhKRPLuL1B5kZ1HfP0kjPY7/mcp"
    }
  }
}
Copy into chat04

  • Find all datasets in the Open Data Euskadi graph related to transport infrastructure.

  • Query the GraphDB for specific geographic coordinates associated with Basque municipal entities.

  • List the properties available for the environmental datasets in the Basque linked data.

  • Get a list of all resources in the graph that have a specific URI prefix.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Open Data Euskadi once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start querying immediately.

Connect Open Data Euskadi to your AI

FAQ

How this task behaves

  • 01

    Do I need to know SPARQL to use this?

    No. Your AI handles the SPARQL syntax. You just describe what you want to find in plain English.

  • 02

    Can the AI change data in the Basque GraphDB?

    No. The tool only allows for executing queries to read data. It cannot modify, delete, or add any information to the Open Data Euskadi graph.

  • 03

    Can the AI download files directly from the graph?

    No. The AI retrieves the data through the query tool and presents it in your chat. It does not trigger direct file downloads from the database.

  • 04

    What happens if my query is too broad?

    The AI will attempt to run the query, but if the result set is massive, the response might be truncated. You should ask for more specific filters.

  • 05

    Does this work with any AI client?

    Yes, it works with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Open Data Euskadi? See everything the Open Data Euskadi Connector can do

Connect Open Data Euskadi to Claude, Cursor, ChatGPT & more