# Rastriq for AI agents and LLMs. Canonical URL: https://www.rastriq.es/en/ai/ · Spanish version: https://www.rastriq.es/ia/ > How an AI agent can query Rastriq datasets: Apify API and MCP server, catalog.json, llms.txt, JSON and CSV samples, licence terms and direct answers. Scraping and pricing datasets with a documented schema, downloadable samples with no sign-up and a machine-readable catalog. This page explains how an agent, an assistant or an LLM pipeline can find them, read them and, where needed, launch the extraction. 46 Datasets in the catalog 44 JSON and CSV samples 109 Public actors on Apify ACCESS ## Three ways to query the data Rastriq does not run its own API or MCP server: the data is read from static files on this website or requested through the Apify platform, where the actors are published. Static files, no account An agent can read /catalog.json, /llms.txt and the samples in /muestras/ with a plain GET request. No key or account is needed and nothing is charged. This is the recommended way to discover what data exists and what it looks like. No token · free Apify REST API Every public actor can be run and its dataset read through the Apify API, for example with POST /v2/acts/rastriq~{actor}/run-sync-get-dataset-items and a token from your account. Results come out as JSON, CSV, Excel, XML, HTML or RSS. Pay-per-result actors are charged as stated on their Store page. Apify token · pay per result Apify MCP server Apify provides an MCP server (mcp.apify.com) that lets a compatible client search and run Store actors, including Rastriq's. It is an Apify integration, not a Rastriq-specific connection, and you set it up in your own client with your own account. Apify account · MCP clients FORMATS AND SCHEMAS ## Documented fields and stable types Each actor returns the native fields of its source, and every brand or vertical page includes a field dictionary with type and example. An agent can read that dictionary before requesting data and know which columns to expect, which unit the amounts use and which field tells a tax-inclusive price from a tax-exclusive one. When a delivery combines several sources we apply a common schema: the same columns and types for different brands, portals or gazettes. Each row keeps its source URL and capture date, and quality rules mark doubtful cases in a flags field instead of dropping the row. That leaves the agent to decide what to do with them. | Field | Type | Meaning | |---|---|---| | brand / model | string | Brand and model as the source publishes them | | market | string | Country or market of the configurator or portal | | base_price | number | Price published by the source, in the row currency | | currency | string | ISO 4217 currency code | | source_url | string | Public URL the row comes from | | scraped_at | datetime | Capture date and time in ISO 8601 | | qa_flags | array | Quality warnings: the row is flagged and delivered, not filtered | Example of the common schema used by normalized datasets; the native field names of each actor are on its source page. More in [data normalization](https://www.rastriq.es/en/data-normalization/) and in the [OEM configurators hub](https://www.rastriq.es/en/oem-configurators/). SAMPLES ## Real samples to test an agent Every source has a public sample of up to 100 rows, sanitized and free of personal fields, in JSON and CSV. It follows the same schema you get in the full delivery, so you can test a parser, a prompt or an agent tool before buying anything. ### OEM brands **Volkswagen** 100 rows [JSON](https://www.rastriq.es/muestras/oem-volkswagen.json) [CSV](https://www.rastriq.es/muestras/oem-volkswagen.csv) **BMW** 100 rows [JSON](https://www.rastriq.es/muestras/oem-bmw.json) [CSV](https://www.rastriq.es/muestras/oem-bmw.csv) **Mercedes-Benz** 100 rows [JSON](https://www.rastriq.es/muestras/oem-mercedes-benz.json) [CSV](https://www.rastriq.es/muestras/oem-mercedes-benz.csv) **Audi** 100 rows [JSON](https://www.rastriq.es/muestras/oem-audi.json) [CSV](https://www.rastriq.es/muestras/oem-audi.csv) **Toyota** 100 rows [JSON](https://www.rastriq.es/muestras/oem-toyota.json) [CSV](https://www.rastriq.es/muestras/oem-toyota.csv) **Hyundai** 100 rows [JSON](https://www.rastriq.es/muestras/oem-hyundai.json) [CSV](https://www.rastriq.es/muestras/oem-hyundai.csv) **Kia** 100 rows [JSON](https://www.rastriq.es/muestras/oem-kia.json) [CSV](https://www.rastriq.es/muestras/oem-kia.csv) **BYD** 100 rows [JSON](https://www.rastriq.es/muestras/oem-byd.json) [CSV](https://www.rastriq.es/muestras/oem-byd.csv) **MINI** 100 rows [JSON](https://www.rastriq.es/muestras/oem-mini.json) [CSV](https://www.rastriq.es/muestras/oem-mini.csv) **Stellantis** 100 rows [JSON](https://www.rastriq.es/muestras/oem-stellantis.json) [CSV](https://www.rastriq.es/muestras/oem-stellantis.csv) **Ford** 100 rows [JSON](https://www.rastriq.es/muestras/oem-ford.json) [CSV](https://www.rastriq.es/muestras/oem-ford.csv) **Volvo** 100 rows [JSON](https://www.rastriq.es/muestras/oem-volvo.json) [CSV](https://www.rastriq.es/muestras/oem-volvo.csv) **Peugeot** 100 rows [JSON](https://www.rastriq.es/muestras/oem-peugeot.json) [CSV](https://www.rastriq.es/muestras/oem-peugeot.csv) **Citroën** 100 rows [JSON](https://www.rastriq.es/muestras/oem-citroen.json) [CSV](https://www.rastriq.es/muestras/oem-citroen.csv) **Dacia & Renault** 100 rows [JSON](https://www.rastriq.es/muestras/oem-dacia-renault.json) [CSV](https://www.rastriq.es/muestras/oem-dacia-renault.csv) **Nissan** 100 rows [JSON](https://www.rastriq.es/muestras/oem-nissan.json) [CSV](https://www.rastriq.es/muestras/oem-nissan.csv) **Honda** 100 rows [JSON](https://www.rastriq.es/muestras/oem-honda.json) [CSV](https://www.rastriq.es/muestras/oem-honda.csv) **Mazda** 100 rows [JSON](https://www.rastriq.es/muestras/oem-mazda.json) [CSV](https://www.rastriq.es/muestras/oem-mazda.csv) **Lexus** 100 rows [JSON](https://www.rastriq.es/muestras/oem-lexus.json) [CSV](https://www.rastriq.es/muestras/oem-lexus.csv) **CUPRA** 100 rows [JSON](https://www.rastriq.es/muestras/oem-cupra.json) [CSV](https://www.rastriq.es/muestras/oem-cupra.csv) **Škoda** 100 rows [JSON](https://www.rastriq.es/muestras/oem-skoda.json) [CSV](https://www.rastriq.es/muestras/oem-skoda.csv) **MG** 100 rows [JSON](https://www.rastriq.es/muestras/oem-mg.json) [CSV](https://www.rastriq.es/muestras/oem-mg.csv) **Porsche** 100 rows [JSON](https://www.rastriq.es/muestras/oem-porsche.json) [CSV](https://www.rastriq.es/muestras/oem-porsche.csv) **Polestar** 100 rows [JSON](https://www.rastriq.es/muestras/oem-polestar.json) [CSV](https://www.rastriq.es/muestras/oem-polestar.csv) **Smart** 100 rows [JSON](https://www.rastriq.es/muestras/oem-smart.json) [CSV](https://www.rastriq.es/muestras/oem-smart.csv) **Lynk & Co** 76 rows [JSON](https://www.rastriq.es/muestras/oem-lynk-co.json) [CSV](https://www.rastriq.es/muestras/oem-lynk-co.csv) ### Other sources **Coches.net** 58 rows [JSON](https://www.rastriq.es/muestras/coches-net.json) [CSV](https://www.rastriq.es/muestras/coches-net.csv) **Wallapop (coches)** 100 rows [JSON](https://www.rastriq.es/muestras/wallapop-coches.json) [CSV](https://www.rastriq.es/muestras/wallapop-coches.csv) **Milanuncios** 100 rows [JSON](https://www.rastriq.es/muestras/milanuncios.json) [CSV](https://www.rastriq.es/muestras/milanuncios.csv) **Chileautos** 100 rows [JSON](https://www.rastriq.es/muestras/chileautos.json) [CSV](https://www.rastriq.es/muestras/chileautos.csv) **AutoTrader UK** 20 rows [JSON](https://www.rastriq.es/muestras/autotrader-uk.json) [CSV](https://www.rastriq.es/muestras/autotrader-uk.csv) **Car & Classic** 40 rows [JSON](https://www.rastriq.es/muestras/car-and-classic.json) [CSV](https://www.rastriq.es/muestras/car-and-classic.csv) **MachineryTrader** 100 rows [JSON](https://www.rastriq.es/muestras/machinerytrader.json) [CSV](https://www.rastriq.es/muestras/machinerytrader.csv) **MachineryZone** 100 rows [JSON](https://www.rastriq.es/muestras/machineryzone.json) [CSV](https://www.rastriq.es/muestras/machineryzone.csv) **Surplex** 100 rows [JSON](https://www.rastriq.es/muestras/surplex.json) [CSV](https://www.rastriq.es/muestras/surplex.csv) **Tiebaobei** 5 rows [JSON](https://www.rastriq.es/muestras/tiebaobei.json) [CSV](https://www.rastriq.es/muestras/tiebaobei.csv) **XCMG Global** 5 rows [JSON](https://www.rastriq.es/muestras/xcmg-specs.json) [CSV](https://www.rastriq.es/muestras/xcmg-specs.csv) **BOE** 100 rows [JSON](https://www.rastriq.es/muestras/boe.json) [CSV](https://www.rastriq.es/muestras/boe.csv) **Amazon reviews** 24 rows [JSON](https://www.rastriq.es/muestras/amazon-reviews.json) [CSV](https://www.rastriq.es/muestras/amazon-reviews.csv) **Google Ads Transparency Center** 100 rows [JSON](https://www.rastriq.es/muestras/google-ads.json) [CSV](https://www.rastriq.es/muestras/google-ads.csv) **TikTok Creative Center (hashtags)** 50 rows [JSON](https://www.rastriq.es/muestras/tiktok-trends.json) [CSV](https://www.rastriq.es/muestras/tiktok-trends.csv) **TikTok search** 60 rows [JSON](https://www.rastriq.es/muestras/tiktok-search.json) [CSV](https://www.rastriq.es/muestras/tiktok-search.csv) **Google Maps (business listings)** 50 rows [JSON](https://www.rastriq.es/muestras/google-maps-negocios.json) [CSV](https://www.rastriq.es/muestras/google-maps-negocios.csv) **Europages** 15 rows [JSON](https://www.rastriq.es/muestras/europages.json) [CSV](https://www.rastriq.es/muestras/europages.csv) FOR MACHINES ## Catalog and files built for LLMs catalog.json schema.org DataCatalog listing every dataset: name, description, source, coverage, fields, sample, Apify actor and licence. [Open catalog.json →](https://www.rastriq.es/catalog.json) llms.txt Markdown index of the data products, OEM brands, guides and samples, with absolute URLs. [Open llms.txt →](https://www.rastriq.es/llms.txt) llms-full.txt Clean text of the commercial pages, the OEM hub and the guides, concatenated and without menus. [Open llms-full.txt →](https://www.rastriq.es/llms-full.txt) Apify Store Rastriq public actors, with their input, their output and example tasks. [View actors →](https://apify.com/rastriq) USAGE POLICY ## Licence and responsible data The datasets come from public sources and contain product and listing attributes, not personal data; samples are sanitized before publication. The [data licence](https://www.rastriq.es/en/data-license/) allows unlimited internal use, derived products, and training, fine-tuning or evaluating AI models. It does not allow redistributing the raw file or reselling it as an equivalent data product. The data reflects what each platform published at capture time and is not guaranteed to be complete. The robots.txt file allows the main AI and AI-search bots to crawl the whole site: GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, Claude-User, PerplexityBot, Perplexity-User, Google-Extended, Applebot-Extended and CCBot. FREQUENTLY ASKED QUESTIONS ## Questions from agents and the people who build them ### Can an AI agent query Rastriq data? Yes. An agent can read, without an account, the catalog in catalog.json, the llms.txt index and the JSON or CSV samples in the muestras folder. To run a new extraction it needs an Apify account and must use the Apify API or MCP server, because the actors are published there. ### Does Rastriq have its own API or MCP server? No. Rastriq does not operate its own API or MCP server. The data is served as static files on rastriq.es and as actors on the Apify Store. To automate runs you use the Apify REST API or its MCP server, both configured with your own account and token. ### Which formats is the data delivered in? Public samples download as JSON and CSV. Datasets generated by an actor on Apify can also be exported to Excel, XML, HTML and RSS. Recurring deliveries of a licensed dataset come as CSV or JSON, including to your own S3 bucket, with a field dictionary. ### Can I use the data to train or evaluate an AI model? Yes. The Rastriq data licence allows using the datasets to train, fine-tune or evaluate machine-learning models, including ones you later commercialise. It does not allow redistributing the raw file or reselling it as an equivalent data product. Derived products are allowed. ### Do the datasets contain personal data? No. The datasets are built from public product and listing attributes, not personal data. Samples are sanitized before publication: phone numbers, emails, seller names, authors and chassis numbers are excluded. If a source exposes such fields, they are left out of the samples and the pages. ### Where is the machine-readable list of datasets? At rastriq.es/catalog.json, a schema.org DataCatalog with every dataset, its coverage, its fields, the sample link and the licence. Each entry links its sample and its public Apify actor. For a Markdown index written for language models there is rastriq.es/llms.txt, and the full content as clean text is in llms-full.txt. ## Need a specific dataset for your agent? Tell us sources, markets and frequency and we will tell you what we can deliver, whether as an Apify actor, a licensed dataset or a custom project. [Request a dataset →](https://www.rastriq.es/en/buy-datasets/) [View actors on Apify →](https://apify.com/rastriq) RELATED PAGES ## Explore the data [Buy datasets Dataset catalog by vertical with sample and delivery.](https://www.rastriq.es/en/buy-datasets/) [OEM pricing Configurators of 28 brands with a coverage matrix.](https://www.rastriq.es/en/oem-configurators/) [Managed web scraping Managed extraction delivered by API, CSV or S3.](https://www.rastriq.es/en/managed-web-scraping/)