MCP server

Spain Open Data

io.github.digvijaysingh-ai/spain-open-data-mcp

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Market sizing, prices, rents, crime and locations in Spain from INE and other public data

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

13

Token cost

About 4,956 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http spain-open-data-mcp https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.spain-open-data-mcp]
url = "https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp"

Gemini CLI

{"mcpServers":{"spain-open-data-mcp":{"httpUrl":"https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp"}}}

Cursor

{"mcpServers":{"spain-open-data-mcp":{"url":"https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp"}}}

VS Code

{"servers":{"spain-open-data-mcp":{"type":"http","url":"https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp"}}}

Antigravity

agy mcp add spain-open-data-mcp https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"spain-open-data-mcp","server_url":"https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"spain-open-data-mcp","server_url":"https://spain-open-data-mcp-165703905656.europe-west1.run.app/mcp"}

Tools

• businesses ~723 tokens
  Count businesses of a kind in a place in Spain, per 10,000 residents and per km², from OpenStreetMap. Use it to size competition and supply: how many gyms, cafés or dentists an area has, how that compares with the province, region and Spain, which brands dominate, and which districts or
• catchment ~389 tokens
  Profile the area within a radius (or a walking time) of an address: residents, households, income, age, and the businesses mapped there. With a category, also the yearly market in euros, competing businesses and an opportunity score against the region. Use for "who lives within 800 m of
• chart ~374 tokens
  Draw a chart (PNG) of a tool result: an opportunity ranking with ranges, income by district, an age pyramid or a population trend. Returns the image, the same text and sources as the underlying tool, and a source line on the image. If drawing fails the text still comes back.
• compare_areas ~421 tokens
  Rank areas by market per competing business for a category (the opportunity score). Each area gets a yearly market in euros, estimated competing businesses and an opportunity score against its region, all with ranges. Areas are ranked by the cautious (low) end of the score; areas too sm
• crime ~264 tokens
  Recorded crime in a place from the Interior ministry: offences by type (theft, burglary, robbery, assault, drugs, cybercrime and more) for the latest full year, per 1,000 residents, the change on the year before, the latest year-to-date figures, and province, region and Spain for compari
• demographics ~363 tokens
  Population, sex, five-year age bands, 5-year trend, and household profile for a place in Spain. Municipality, province and CCAA: census population by age band (latest 1 January), cross-checked against the official Padrón figure. District and tract: census age bands and sex from INE's fi
• find_datasets ~262 tokens
  Search Spain's national open-data catalogue (datos.gob.es) for datasets on a topic. Returns each dataset's title, publisher, licence, file formats, update frequency and last change, and an id to pass to read_dataset. Use when a question needs data this server does not hold directly (par
• income ~434 tokens
  Household income for a place in Spain from INE's income atlas, down to census tract. Returns net and gross income per person and per household, mean and median per consumption unit, inequality (Gini, P80/P20), income sources (wages, pensions, benefits), a trend, and benchmarks against t
• market_size ~563 tokens
  Size the yearly market for a business category in a place in Spain, in euros, with a range. Market = households × INE household spending on the category × an income adjustment. Supply = competing businesses, calibrated against INE's company directory. Returns market per business and an
• price_band ~454 tokens
  Suggest a price range for a place from local purchasing power and inflation. Public data has no competitor prices, so this adjusts a price you know (from elsewhere or an earlier date) to this place today: CPI for the category's group since that month, then local median income per consum
• read_dataset ~213 tokens
  Read a datos.gob.es dataset: its columns and up to 20 sample rows, with its licence. Reads CSV and JSON files listed in the catalogue (the first 5 MB). Columns that look like personal data (names, ID numbers, emails, phones) are withheld. Values are shown as the publisher published them
• rents ~237 tokens
  How housing rents have changed in a place: INE's rent index (IPVA, 2015 = 100) with the change over the last year, five years and since 2015, against province, region and Spain. Covers municipalities over 10,000 residents, districts of provincial capitals, provinces and regions (not the
• resolve_place ~259 tokens
  Find the INE code and level (CCAA, province, municipality, district, tract) for a place in Spain. Use this first when a question names a place. Returns the best match first, with alternatives (e.g. 'Valencia' is both a city and a province). Handles accents, Basque, Catalan and Galician

Browse

• GitHub tools
• Spreadsheets
• GitHub and code hosting
• Maps and places
• Government and public data

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