Dubai Data — Dubai real estate statistics

What Dubai Data — Dubai real estate statistics MCP server does

Dubai Data — Dubai real estate statistics MCP server makes Dubai Land Department (DLD) property data available for agent-driven research. The underlying collection covers registered sales, Ejari rent contracts, and the DLD project registry. It is intended for questions about market prices, price per square foot, sales activity, rents, gross yields, communities, developers, and registered projects.

The data is cleaned and aggregated by Dubai Data. Available views include Dubai-wide monthly and yearly figures, bedroom-level measures, community history, area summaries, developer records, and project details. Each row includes a portal URL so users can inspect the related page, charts, context, and current figures.

How it works

The server is backed by tabular datasets exported from Dubai Data's nightly portal build. The repository lists separate CSV files for market, community, rent, yield, area, developer, and project views. The portal build is updated weekly, and the supplied data covers DLD information through 2026-10-09, subject to the publishing lag reported by DLD.

Measures generally use medians rather than averages. Price-per-square-foot calculations use built homes, and observations outside the first and 99th percentiles are removed. Figures are published only when the sample meets the dataset's minimum threshold, with a quality field identifying thinner samples. Gross yield is calculated within matching property-class and bedroom segments before results are combined, rather than dividing two broad community medians.

Tools and capabilities

Dubai Data — Dubai real estate statistics MCP server supports access to these documented data areas:

• Monthly Dubai market medians, quarterly spread measures, median prices, and registered sales counts.
• Yearly sales totals, median prices, median price per square foot, and total registered value in AED.
• Bedroom-level prices, sizes, annual rents, and gross yields for the latest 12 complete months.
• Community and area sales, prices, price-per-square-foot history, year-on-year change, and off-plan share.
• Community rent contracts, median annual rent, and segment-based gross rental yield.
• Developer and project registry details, including project status, completion information, units, escrow bank, and sales medians.

The source material does not specify formal MCP tool names or arguments, so integrations should not assume a particular function schema.

Limitations and notes

Sales data begins in 2010, while rent data begins in 2023. Project information comes from the DLD registry and may include coordinates only when the registry contains a real point. Developer records describe company activity and do not provide contact details.

The figures are not an official DLD product. They are aggregates based on DLD open data and are licensed under CC BY 4.0 with attribution to Dubai Data and the underlying DLD source. Thin samples, outlier trimming, minimum-sample rules, and the distinction between built-home prices and other records should be considered when interpreting results. The documentation provided here does not describe a client-specific setup procedure or supported MCP client list.