MCP Server: ae.datadubai/dubai-real-estate

The MCP server ae.datadubai/dubai-real-estate provides Dubai real estate market data, including property prices (AED/sqft), sales, rents, yields, and projects. The data is sourced from DLD registered transactions. The server description reflects these outputs directly.

🛠️ Key Features

Dubai property prices in AED/sqft
Sales metrics
Rents data
Yields information
Projects listings derived from transactions
Based on DLD registered transactions

🚀 Use Cases

Compare Dubai pricing using AED/sqft
Analyze sales, rents, and yields for market reporting
Support research focused on DLD-registered real estate activity

⚡ Developer Benefits

Clear alignment between provided fields (prices, sales, rents, yields, projects) and DLD transaction sourcing
Structured market indicators suitable for analytics pipelines using Dubai datasets

⚠️ Limitations

The provided data scope is limited to the Dubai real estate market and DLD registered transactions; no additional tools or capabilities are specified.

{ "type": "object", "properties": { "query": { "title": "Query", "type": "string" }, "type": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Type" }, "limit": { "default": 10, "title": "Limit", "type": "integer" } }, "required": [ "query" ], "title": "searchArguments" }

{ "type": "object", "properties": { "type": { "title": "Type", "type": "string" }, "slug": { "title": "Slug", "type": "string" } }, "required": [ "type", "slug" ], "title": "get_entityArguments" }

{ "type": "object", "properties": { "month": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "default": null, "title": "Month" } }, "title": "get_monthly_reportArguments" }

{ "type": "object", "properties": { "kind": { "title": "Kind", "type": "string" }, "limit": { "default": 20, "title": "Limit", "type": "integer" } }, "required": [ "kind" ], "title": "list_rankingsArguments" }

Dubai Real Estate — DLD open data, cleaned and aggregated

Registered property sales, rent contracts and the project registry of the Dubai Land Department (DLD), cleaned and aggregated by Dubai Data — the same numbers that are published on the portal, exported from its nightly build.

Data through: 2026-10-02 (DLD publishes with a lag of a few working days)

Updated: weekly from the portal's nightly build

Methodology: https://datadubai.ae/methodology/ — outlier trimming, minimum samples, how yields are computed

Sources and row counts: https://datadubai.ae/sources/

Every row links back to its page on the portal (url column) with charts, context and the latest figures.

Mirrors: Hugging Face · GitHub — identical files.

Files

File

Rows

What it holds

data/market_monthly.csv

120

Dubai-wide monthly medians: price per sqft (median, q1, q3), median price, number of registered sales. Built homes, outliers trimmed per the methodology.

data/market_yearly.csv

Dubai-wide yearly totals since 2010: sales count, median price, median price per sqft, total registered value (AED).

data/market_bedrooms.csv

Last 12 complete months by bedroom count: median price, price per sqft, size, annual rent and gross yield.

data/communities.csv

111

113 master communities, last 12 complete months: sales, median price and price per sqft, year-on-year change, off-plan share, data quality flag.

data/community_monthly.csv

5,722

Monthly price-per-sqft medians and IQR for every community (5 years).

data/community_yearly.csv

1,403

Yearly sales and medians for every community since 2010.

data/community_bedrooms.csv

418

Community × bedroom count: median price, price per sqft, annual rent, gross yield.

data/rents_by_community.csv

102

Ejari rent contracts, last 12 months: contracts and median annual rent (AED) per community.

data/yields_by_community.csv

Gross rental yield per community, computed inside property-class × bedroom segments (never as the ratio of two community-wide medians).

data/areas.csv

DLD land-registry areas: sales, medians, off-plan share.

data/developers.csv

367

Developers active in the DLD project registry: projects, units, sales, medians. Company records only — no contact details.

data/projects.csv

770

Registered projects: developer, status, construction completion %, completion date, units, escrow bank, and sales medians. Coordinates only where the registry has a real point.

Notes on the numbers

Medians, not averages; price per sqft uses built homes only; outliers outside P1–P99 are removed.

A figure is published only when the sample is large enough; quality marks thin samples.

Gross yield = median annual rent / median price within the same property class and bedroom count, then the median across segments for a place — dividing two place-wide medians would mix villas with studios.

Sales data: DLD transactions (2010 →). Rents: Ejari contracts (2023 →). Projects: DLD project registry.

Install

Tools (6)

searchget_entityget_market_summaryget_monthly_reportfetchlist_rankings

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.datadubai.ae/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "dubai-real-estate": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.datadubai.ae/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

Dubai Data — Dubai real estate statistics

MCP Server: ae.datadubai/dubai-real-estate

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

search

get_entity

get_market_summary

get_monthly_report

fetch

list_rankings

Dubai Real Estate — DLD open data, cleaned and aggregated

Files

Notes on the numbers

License and attribution

Install

Remote endpoint

Related servers

query	string	required
type	any	optional
limit	integer	optional

type	string	required
slug	string	required

kind	string	required
limit	integer	optional