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MCP Server

dxb-data

io.dxbdata/dxb-data
Data & Analytics Real Estate Public & reachable MCP 2026-07-28

What this MCP does

Provides Dubai property sale prices, rental yields, area comparisons, affordability analysis, and market summaries from DLD data.

Capabilities

Tools

7 tools
affordability
Given a budget in AED, list Dubai areas where the median sale price fits (largest you can afford first).
Input schema 
{'type': 'object', 'required': ['budget_aed'], 'properties': {'budget_aed': {'type': 'number', 'description': 'Budget in AED, e.g. 1500000.'}, 'property_type': {'type': 'string', 'description': "'Flat' (default) or 'Villa'."}}, 'additionalProperties': False}
area_snapshot
Price snapshot for residential property in a Dubai area from official DLD sale transactions: sample size, median sale price (AED), median price per m2, date range.
Input schema 
{'type': 'object', 'required': ['area'], 'properties': {'area': {'type': 'string', 'description': "Area name in English, e.g. 'Business Bay'."}, 'property_type': {'type': 'string', 'description': "'Flat' (default) or 'Villa'."}}, 'additionalProperties': False}
compare_areas
Compare 2-5 Dubai areas side by side: median sale price, price per m2, and gross rental yield.
Input schema 
{'type': 'object', 'required': ['areas'], 'properties': {'areas': {'type': 'array', 'items': {'type': 'string'}, 'description': "List of 2-5 area names in English, e.g. ['Business Bay','Dubai Marina']."}, 'property_type': {'type': 'string', 'description': "'Flat' (default) or 'Villa'."}}, 'additionalProperties': False}
list_areas
List all Dubai areas (neighborhoods) available in the dataset. Use to discover valid area names.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
market_overview
Overall Dubai real estate snapshot: total transactions, areas, date range, median sale price (AED), top 5 areas by volume.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
rank_areas_by_yield
Rank Dubai areas by gross rental yield (highest first), from official DLD sale + rental data. Great for finding the best-yielding neighbourhoods.
Input schema 
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'How many areas to return (default 10, max 50).'}, 'property_type': {'type': 'string', 'description': "'Flat' (default) or 'Villa'."}}, 'additionalProperties': False}
rental_yield
Gross rental yield for residential property in a Dubai area: median annual rent per m2, median sale price per m2, and gross yield %, from official DLD sale + rental (Ejari) data.
Input schema 
{'type': 'object', 'required': ['area'], 'properties': {'area': {'type': 'string', 'description': 'Area name in English.'}, 'property_type': {'type': 'string', 'description': "'Flat' (default) or 'Villa'."}}, 'additionalProperties': False}
History

Recent tool changes

Added
affordability
Sept. 17, 2026, 12:40 p.m.
Added
compare_areas
Sept. 17, 2026, 12:40 p.m.
Added
rank_areas_by_yield
Sept. 17, 2026, 12:40 p.m.
Added
market_overview
Sept. 17, 2026, 12:40 p.m.
Added
rental_yield
Sept. 17, 2026, 12:40 p.m.
Added
area_snapshot
Sept. 17, 2026, 12:40 p.m.
Added
list_areas
Sept. 17, 2026, 12:40 p.m.
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