Datasets
Buyer room
MCP.PROPERTYLIST.ESManage supplier listing
PropertyList.es (MLS, CRM and property portal) — Originator-sourced Iberian MLS listing dataset for Spain and Portugal — 6,478 active Spanish listings supplied directly by the agencies themselves (explicitly 'own-origin, no scraping'), each enriched with €/m² valuations verified before a Spanish notary and issued with a citable hash attestation, plus per-zone market summaries (mean price, €/m², bedroom-mix breakdown), a normalised zone/geography index, an agency roster ranked by active listings, and — behind agency-issued keys — agency CRM records: leads, pipeline boards and qualified buyer e…
supplier index read from their site
Originator-sourced Iberian MLS listing dataset for Spain and Portugal — 6,478 active Spanish listings supplied directly by the agencies themselves (explicitly 'own-origin, no scraping'), each enriched with €/m² valuations verified before a Spanish notary and issued with a citable hash attestation, plus per-zone market summaries (mean price, €/m², bedroom-mix breakdown), a normalised zone/geography index, an agency roster ranked by active listings, and — behind agency-issued keys — agency CRM records: leads, pipeline boards and qualified buyer enquiries routed to the listing agency. A separate 'Oracle' service is operated alongside the MCP layer.
Scale 6Coverage Real EstateAsset class Equities
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PropertyList.es (MLS, CRM and property portal) — Originator-sourced Iberian MLS listing dataset for Spain and Portugal — 6,478 active Spanish listings supplied directly by the agencies themselves (explicitly 'own-origin, no scraping'), each enriched with €/m² valuations verified before a Spanish notary and issued with a citable hash attestation, plus per-zone market summaries (mean price, €/m², bedroom-mix breakdown), a normalised zone/geography index, an agency roster ranked by active listings, and — behind agency-issued keys — agency CRM records: leads, pipeline boards and qualified buyer e…
Propertylist offers (Alternative, Fundamental, Reference) — 6,478 active Spanish listings at v0.1 (the page's own counter), plus Portuguese inventory of unstated size; per listing a full ficha (full property record) with price, €/m², bedrooms, type and zone ID; a notarised valuation with hash attestation where verified; zone market summaries and a location index. Historical depth accrues as listings expire and are re-listed, and each valuation attestation is timestamped. [stated counter restated, not estimated].
Ground-truth calibration and back-testing of automated valuation models against notarised €/m² rather than asking prices; training and evaluation of retrieval agents on natural-language property matching (query → matched listing pairs with a known correct answer); Iberian housing-price index construction at zone granularity; agency-market-share and inventory-turnover analytics; buyer-intent datasets for mortgage, relocation and furniture-retail demand models; LLM tool-use benchmarks grounded in a real estate JSON-RPC API
Coverage spans Other, Europe; Real Estate Services; alternative, fundamental, reference; equities.
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