UAE Data bronze

Search listings

Search active Dubai and Abu Dhabi property listings (sale and rent) with filters for emirate, area, building, price, bedrooms, bathrooms, size, property type, furnishing, off-plan and freshness, with sorting and pagination. Invoke with a DataPart {"skill":"search_listings","arguments":{...}}. Arguments (* = required): q (string), emirate (Dubai|Abu Dhabi), area (string), area_id (string), building (string), building_id (string), transaction_type (sale|rent), rent_frequency (daily|weekly|monthly|yearly|once), min_price (number), max_price (number), min_beds (integer), max_beds (integer), min_baths (integer), max_baths (integer), min_size (number), max_size (number), type (string), furnished (boolean), offplan (boolean), updated_since (string), source_updated_since (string), sort (price|updated_at|record_updated_at|listed_at|price_per_sqm), order (asc|desc), page (integer), limit (integer). Same contract as REST GET /v1/listings/search.

• Find 2+ bedroom apartments for sale in Dubai Marina under AED 2M
• {"skill":"search_listings","arguments":{"emirate":"Dubai","area":"Dubai Marina","transaction_type":"sale","min_beds":2,"max_price":2000000,"limit":10}}
• ابحث عن شقق للبيع من غرفتي نوم أو أكثر في دبي مارينا بأقل من 2 مليون درهم

Listing details

Full detail of one deduplicated listing by canonical id: price, property facts, location (level and approximate coordinates), text, media, amenities, agent and market signals (days on market, price cuts). Invoke with a DataPart {"skill":"listing_details","arguments":{...}}. Arguments (* = required): canonical_id* (string), include_pii (boolean). Same contract as REST GET /v1/listings/{canonical_id}.

• Show the full details and market signals of a listing returned by search_listings
• {"skill":"listing_details","arguments":{"canonical_id":"<canonical_id from search_listings>"}}
• اعرض التفاصيل الكاملة ومؤشرات السوق لإعلان عقاري من نتائج البحث

Market overview

Dataset and market snapshot: totals, median sale price and annual rent, freshness/liveness and data-quality coverage, split by emirate. Invoke with a DataPart {"skill":"market_overview","arguments":{...}}. Arguments (* = required): none. Same contract as REST GET /v1/analytics/overview.

• How big is the UAE Data dataset and what are median prices?
• {"skill":"market_overview","arguments":{}}
• ما حجم بيانات UAE Data وما هو السعر المطلوب الوسيط؟

Rental yields

Gross rental yield per area, property type and bedroom count (median annual asking rent divided by median asking sale price), with sample sizes and confidence. Requires the starter plan or above. Invoke with a DataPart {"skill":"rental_yields","arguments":{...}}. Arguments (* = required): emirate (Dubai|Abu Dhabi), area (string), property_type (string), bedrooms (integer), min_yield (number), sort (yield|sample), min_confidence (low|medium|high), include_flagged (boolean), limit (integer). Same contract as REST GET /v1/analytics/yields.

• Which Dubai areas have the highest gross rental yield for 1-bedroom apartments?
• {"skill":"rental_yields","arguments":{"emirate":"Dubai","bedrooms":1,"sort":"yield","limit":10}}
• ما هي مناطق دبي الأعلى في العائد الإيجاري الإجمالي للشقق بغرفة نوم واحدة؟

Investment opportunities

Sale listings ranked by a transparent opportunity score (segment yield, discount to median, days on market and price cuts). Requires the pro plan or above. Invoke with a DataPart {"skill":"investment_opportunities","arguments":{...}}. Arguments (* = required): emirate (Dubai|Abu Dhabi), area (string), property_type (string), bedrooms (integer), min_price (number), max_price (number), min_yield (number), min_confidence (low|medium|high), below_market (boolean), offplan (boolean), include_flagged (boolean), limit (integer). Same contract as REST GET /v1/analytics/opportunities.

• Best-value apartments for sale in Dubai priced below market
• {"skill":"investment_opportunities","arguments":{"emirate":"Dubai","property_type":"apartment","below_market":true,"limit":10}}
• أفضل الشقق للبيع في دبي بسعر أقل من سعر السوق

Benchmark a price

Price distribution of a comparable segment (area, property type, bedrooms) and, when a price is given, its percentile and verdict (below, at or above market) plus liquidity. Requires the pro plan or above. Invoke with a DataPart {"skill":"benchmark_price","arguments":{...}}. Arguments (* = required): area* (string), property_type* (string), transaction_type (sale|rent), bedrooms (integer), emirate (Dubai|Abu Dhabi), price (number), size_sqm (number). Same contract as REST GET /v1/analytics/benchmark.

• Is AED 1.8M a fair asking price for a 2-bed apartment in JVC?
• {"skill":"benchmark_price","arguments":{"area":"Jumeirah Village Circle","property_type":"apartment","bedrooms":2,"price":1800000}}
• هل 1.8 مليون درهم سعر مطلوب عادل لشقة بغرفتي نوم في جميرا فيليج سركل؟

Value a property (AVM)

Automated valuation from comparable asking prices; in Dubai the sale estimate is calibrated to Dubai Land Department (DLD) registered sale prices (basis dld_calibrated, cite 'Source: Dubai Land Department (DLD)'). Sale and rent estimate with p25-p75 range, confidence, gross yield, asking-price check, comparables and market context. Invoke with a DataPart {"skill":"value_property","arguments":{...}}. Arguments (* = required): area (string), property_type (string), emirate (Dubai|Abu Dhabi), bedrooms (integer), size_sqm (number), building (string), asking_price (number), asking_rent (number), canonical_id (string), project (string), size_tolerance_pct (integer), bathrooms (integer), parking (integer), furnishing (furnished|unfurnished|partly), view (string), floor (integer). Same contract as REST GET /v1/valuation.

• What is a 2-bed, 120 m² apartment in Dubai Marina worth?
• {"skill":"value_property","arguments":{"emirate":"Dubai","area":"Dubai Marina","property_type":"apartment","bedrooms":2,"size_sqm":120}}
• كم تساوي شقة بغرفتي نوم مساحتها 120 م² في دبي مارينا؟

Look up a property

Identify buildings, projects and areas by name (or a listing by canonical id or portal URL) with typical sizes, bedroom mix and coordinates — use it to resolve names before value_property or benchmark_price. Invoke with a DataPart {"skill":"lookup_property","arguments":{...}}. Arguments (* = required): q* (string), emirate (Dubai|Abu Dhabi), limit (integer). Same contract as REST GET /v1/properties/lookup.

• Find the building called Marina Gate
• {"skill":"lookup_property","arguments":{"q":"Marina Gate","emirate":"Dubai"}}
• ابحث عن المبنى المسمى مارينا جيت

Area leaderboard

Areas ranked by gross rental yield or by price, with sample sizes. Invoke with a DataPart {"skill":"area_leaderboard","arguments":{...}}. Arguments (* = required): emirate (Dubai|Abu Dhabi), property_type (string), sort (yield|price), min_samples (integer), limit (integer). Same contract as REST GET /v1/analytics/areas.

• Rank Abu Dhabi areas by rental yield
• {"skill":"area_leaderboard","arguments":{"emirate":"Abu Dhabi","sort":"yield","limit":10}}
• رتب مناطق أبوظبي حسب العائد الإيجاري

Off-plan projects

Off-plan and new-development projects: developer, handover, payment plans, unit-level pricing and stock availability. Requires the starter plan or above. Invoke with a DataPart {"skill":"offplan_projects","arguments":{...}}. Arguments (* = required): emirate (Dubai|Abu Dhabi), area (string), developer (string), completion_status (off_plan|ready), limit (integer). Same contract as REST GET /v1/offplan.

• List off-plan projects by Emaar in Dubai
• {"skill":"offplan_projects","arguments":{"emirate":"Dubai","developer":"Emaar","limit":10}}
• اعرض مشاريع على الخارطة من المطور العقاري إعمار في دبي

Price cuts and days on market

Per-area share of listings with asking-price cuts, median cut, median days on market (motivated-seller signal) and the most recent biggest cuts. Requires the pro plan or above. Invoke with a DataPart {"skill":"price_cuts","arguments":{...}}. Arguments (* = required): emirate (Dubai|Abu Dhabi), area (string), property_type (string), bedrooms (integer), transaction_type (sale|rent), min_samples (integer), sort (listings|share_reduced|median_reduction|days_on_market), limit (integer), window_days (integer), cuts_limit (integer). Same contract as REST GET /v1/analytics/price-cuts.

• Where in Dubai are sellers cutting prices the most?
• {"skill":"price_cuts","arguments":{"emirate":"Dubai","transaction_type":"sale","sort":"share_reduced","limit":10}}
• أين تكثر تخفيضات الأسعار المطلوبة في دبي؟

DLD developer registry

Official Dubai Land Department developer registry (current-year registrations): license number, type, expiry and whether the license is active. Invoke with a DataPart {"skill":"dld_developer_registry","arguments":{...}}. Arguments (* = required): q (string), license_active (boolean), limit (integer), page (integer). Same contract as REST GET /v1/registry/developers.

• Is Danube Properties a licensed developer with the DLD?
• {"skill":"dld_developer_registry","arguments":{"q":"Danube","limit":5}}
• هل دانوب العقارية مطور عقاري مرخص لدى دائرة الأراضي والأملاك في دبي؟

DLD closed transactions

Registered Dubai Land Department transactions (sales by default; mortgages and gifts on request) with filters for area, DLD area, project, building, property type, bedrooms, off-plan, procedure, dates and value. Results carry source, attribution and data_as_of; always cite 'Source: Dubai Land Department (DLD)'. Requires the starter plan or above. Invoke with a DataPart {"skill":"closed_transactions","arguments":{...}}. Arguments (* = required): area (string), area_id (string), dld_area (string), project (string), building (string), property_type (string), subtype (string), usage (string), rooms (integer), offplan (boolean), group (Sales|Mortgage|Gifts|all), procedure (string), date_from (string), date_to (string), min_value (number), max_value (number), sort (date|value|price_per_sqm), order (asc|desc), limit (integer), page (integer). Same contract as REST GET /v1/transactions.

• Recent 2-bedroom apartment sales registered in Dubai Marina
• {"skill":"closed_transactions","arguments":{"area":"Dubai Marina","subtype":"Flat","rooms":2,"limit":10}}
• اعرض أحدث الصفقات المسجلة لدى دائرة الأراضي والأملاك في دبي لشقق بغرفتي نوم في دبي مارينا

DLD transaction statistics

Aggregated Dubai Land Department transactions by area, DLD area, project, month or bedrooms: count, total value, median/p25/p75 price and price per m², off-plan share. Results carry source, attribution and data_as_of; always cite 'Source: Dubai Land Department (DLD)'. Requires the pro plan or above. Invoke with a DataPart {"skill":"transaction_stats","arguments":{...}}. Arguments (* = required): group_by (area|dld_area|project|month|rooms), sort (count|total_value|median_price|median_price_per_sqm|key), min_samples (integer), limit (integer), area (string), area_id (string), dld_area (string), project (string), property_type (string), subtype (string), usage (string), rooms (integer), offplan (boolean), group (Sales|Mortgage|Gifts|all), procedure (string), date_from (string), date_to (string), min_value (number), max_value (number). Same contract as REST GET /v1/analytics/transactions.

• Median sold price per m² by area for apartments in Dubai this year
• {"skill":"transaction_stats","arguments":{"group_by":"area","subtype":"Flat","date_from":"2026-01-01","limit":20}}
• ما هو سعر الصفقة الوسيط للمتر المربع حسب المنطقة للشقق في دبي هذا العام؟

UAE Data MCP server

UAE Data is a real-estate market intelligence API for Dubai and Abu Dhabi: de-duplicated listings, rental yields, price benchmarks and forecasts, off-plan projects, and Dubai Land Department registries and registered transactions (Dubai), through one REST API and an MCP server for AI agents.

UAE Data documentation MCP server

Public, read-only documentation MCP server for UAE Data: search and read the API docs, authentication guide, pricing and llms.txt. No sign-in; no market data.

UAE Data A2A agent

Agent2Agent (A2A 0.3, JSON-RPC with SSE streaming) endpoint of the UAE Data API. Invoke a skill with a DataPart { skill, arguments }; the card is mirrored from the API.

UAE Data MCP server (API key)

UAE Data MCP server for headless agents and CI: the same Dubai and Abu Dhabi market data, authenticated with a UAE Data API key instead of OAuth.

UAE Data REST API

REST API with an operationId per endpoint. Authenticate with the x-api-key header.

UAE Data agent skill

When and how an agent should use UAE Data.