Dubai Real Estate — DLD open data, cleaned and aggregated
MCP serverDev toolsDubai property prices, AED/sqft, sales, rents, yields and projects from DLD registered transactions.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use Dubai Real Estate to search
Install Dubai Real Estate — DLD open data, cleaned and aggregated
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user dubai-real-estate-dld-open-data 'https://mcp.datadubai.ae/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.datadubai.ae/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=dubai-real-estate-dld-open-data&config=eyJ1cmwiOiJodHRwczovL21jcC5kYXRhZHViYWkuYWUvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.datadubai.ae/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add dubai-real-estate-dld-open-data --url 'https://mcp.datadubai.ae/mcp'Run it once, then sign in with codex mcp login dubai-real-estate-dld-open-data if the server asks for an account.
From the project's README
As published by datadubai/dubai-real-estate-dld in README.md.
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: 2026-09-24 (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 (
urlcolumn) 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 | 17 | Dubai-wide yearly totals since 2010: sales count, median price, median price per sqft, total registered value (AED). |
data/market_bedrooms.csv | 6 | Last 12 complete months by bedroom count: median price, price per sqft, size, annual rent and gross yield. |
data/communities.csv | 113 | 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 | 5,888 | Monthly price-per-sqft medians and IQR for every community (5 years). |
data/community_yearly.csv | 1,426 | Yearly sales and medians for every community since 2010. |
data/community_bedrooms.csv | 422 | 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 | 77 | Gross rental yield per community, computed inside property-class × bedroom segments (never as the ratio of two community-wide medians). |
data/areas.csv | 98 | DLD land-registry areas: sales, medians, off-plan share. |
data/developers.csv | 378 | Developers active in the DLD project registry: projects, units, sales, medians. Company records only — no contact details. |
data/projects.csv | 798 | 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;
qualitymarks 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.
License and attribution
Aggregates are released under CC BY 4.0. Please cite:
Dubai Data (datadubai.ae), Continental Club Property — based on Dubai Land Department open data, data through 2026-09-24.
Source data © Dubai Land Department, published as open data. This dataset is not an official DLD product.
Tools it offers (6)
What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
searchget_entityget_market_summaryget_monthly_reportfetchlist_rankings
Signals
- Last commit
- Sep 2026
Advanced
- Delivery
- dubai-real-estate MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
ae-datadubai-dubai-real-estate- Source
- github.com/datadubai/dubai-real-estate-dld
- Hosted endpoint
https://mcp.datadubai.ae/mcp