MCP Server
Heart Homes — Dubai property data
homes.heart/heart-homes
What this MCP does
Provides read-only Dubai property sales and rental statistics, price histories, transactions, rankings, market trends, and buy-versus-rent comparisons from official records.
Capabilities
Tools
11
tools
compare_buy_vs_rent
Buy vs rent comparison
Compare buying vs renting in one community or area: 12-month weighted median sale price, median annual rent, and the implied gross rental yield. Optionally filter to one property class.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Location slug (community or area) as returned by search_locations'}, 'propertyClass': {'enum': ['apartment', 'villa', 'building', 'land'], 'type': 'string', 'description': 'Property class filter'}}}
get_building_stats
Building statistics
Stats for one building: 12-month sales, median price, trend, recent sales, property-type mix, and - where rent contracts can be attributed to the building - median annual rent and recent rent contracts, and a per-bedroom rent breakdown where enough contracts resolve a bedroom. Takes the communitySlug + buildingSlug pair returned by search_locations.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['communitySlug', 'buildingSlug'], 'properties': {'buildingSlug': {'type': 'string', 'maxLength': 120, 'minLength': 1}, 'communitySlug': {'type': 'string', 'maxLength': 120, 'minLength': 1}}}
get_location_stats
Location statistics
Headline stats for one community or area slug: 12-month sales volume, median price, price per sqm, 12-month trend, plus a property-class mix for sales and rents. When propertyClass is set for a community, also returns per-bedroom sales and rent breakdowns; rent bedroom coverage is partial and must be reported as approximate using rentBedroomCoveragePct and rentBedroomNote. Per-bedroom rent for a single building is not available.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Location slug (community or area) as returned by search_locations'}, 'propertyClass': {'enum': ['apartment', 'villa', 'building', 'land'], 'type': 'string', 'description': 'When set, also return the per-bedroom sales breakdown and, where attributable, a per-bedroom rent breakdown with partial-coverage figure (communities only)'}}}
get_market_overview
Dubai market overview
City-wide Dubai sales KPIs over the last 12 months (transaction count, total value, median price, median price per sqm) plus data freshness. Good first call for broad questions.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
get_price_history
Monthly price history
Monthly transaction counts and median prices for a community/area slug (or city-wide when slug is omitted), for sales or rents, optionally filtered to one property class. Rent medians are annual contract values in AED/year.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['kind'], 'properties': {'kind': {'enum': ['sale', 'rent'], 'type': 'string', 'description': "'sale' = DLD sales transactions, 'rent' = Ejari rent contracts"}, 'slug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Omit for city-wide history'}, 'months': {'type': 'integer', 'default': 24, 'maximum': 60, 'minimum': 3}, 'propertyClass': {'enum': ['apartment', 'villa', 'building', 'land'], 'type': 'string', 'description': 'Property class filter'}}}
get_ready_vs_offplan
Ready vs off-plan (secondary market) split
Sales split between the secondary (ready / resale) market and the off-plan (pre-completion developer) market for one community or area over the last 12 months - transaction count, total value, and median price for each. "ready" = completed homes resold on the secondary market; "off-plan" = pre-completion developer sales. Property flipping, reselling, and "resale market" questions are READY / secondary-market questions: report the ready row here and do not present off-plan figures as flipping or resale figures. Optionally filter to one property class.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Location slug (community or area) as returned by search_locations'}, 'propertyClass': {'enum': ['apartment', 'villa', 'building', 'land'], 'type': 'string', 'description': 'Property class filter'}}}
get_trends_movers
Trending communities
Communities with the biggest 12-month price moves (direction 'up' = risers, 'down' = fallers). Only communities with 30+ sales are included, so thin-volume noise is excluded.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['direction'], 'properties': {'limit': {'type': 'integer', 'default': 5, 'maximum': 10, 'minimum': 1}, 'direction': {'enum': ['up', 'down'], 'type': 'string'}}}
list_recent_transactions
Recent transactions
Most recent registered DLD sales or rent contracts for a community or area slug - real records to ground price talk in.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'kind'], 'properties': {'kind': {'enum': ['sale', 'rent'], 'type': 'string', 'description': "'sale' = DLD sales transactions, 'rent' = Ejari rent contracts"}, 'slug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Location slug (community or area) as returned by search_locations'}, 'limit': {'type': 'integer', 'default': 10, 'maximum': 15, 'minimum': 1}}}
rank_buildings
Rank buildings within a community
Buildings in one community ranked by 12-month median sale price or median annual rent - answers 'cheapest/most expensive buildings in X'. Rent coverage is partial: Ejari records carry no building name, so only buildings whose project name identifies them uniquely have rent stats. Buildings with fewer than 5 records are excluded.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['communitySlug', 'metric', 'order'], 'properties': {'limit': {'type': 'integer', 'default': 10, 'maximum': 15, 'minimum': 3}, 'order': {'enum': ['cheapest', 'most_expensive'], 'type': 'string'}, 'metric': {'enum': ['sale_price', 'annual_rent'], 'type': 'string'}, 'communitySlug': {'type': 'string', 'maxLength': 120, 'minLength': 1, 'description': 'Community slug from search_locations'}}}
rank_communities
Rank communities by price or rent
Communities ranked by 12-month median sale price or median annual rent - the direct answer to 'cheapest areas', 'most expensive communities', 'most affordable rents'. Only communities with 30+ transactions are ranked; without a propertyClass filter, only residential classes (apartments + villas) count, so whole-building leases and land deals don't skew the medians.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['metric', 'order'], 'properties': {'limit': {'type': 'integer', 'default': 10, 'maximum': 15, 'minimum': 3}, 'order': {'enum': ['cheapest', 'most_expensive'], 'type': 'string'}, 'metric': {'enum': ['sale_price', 'annual_rent'], 'type': 'string', 'description': 'Rank by sale prices or by annual rents'}, 'propertyClass': {'enum': ['apartment', 'villa', 'building', 'land'], 'type': 'string', 'description': 'Property class filter'}}}
search_locations
Search locations
Resolve a free-text Dubai location name (community, area, or building) to canonical slugs. Always call this first when the user names a place; other tools take the returned slugs.
Read only
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query'], 'properties': {'kind': {'enum': ['community', 'area', 'building'], 'type': 'string', 'description': 'Restrict results to one kind'}, 'query': {'type': 'string', 'maxLength': 80, 'minLength': 2, 'description': 'Location name to search for'}}}
History
Recent tool changes
Added
get_trends_movers
Sept. 22, 2026, 2:40 a.m.
Added
rank_communities
Sept. 22, 2026, 2:40 a.m.
Added
compare_buy_vs_rent
Sept. 22, 2026, 2:40 a.m.
Added
list_recent_transactions
Sept. 22, 2026, 2:40 a.m.
Added
rank_buildings
Sept. 22, 2026, 2:40 a.m.
Added
get_building_stats
Sept. 22, 2026, 2:40 a.m.
Added
get_price_history
Sept. 22, 2026, 2:40 a.m.
Added
get_ready_vs_offplan
Sept. 22, 2026, 2:40 a.m.
Added
get_location_stats
Sept. 22, 2026, 2:40 a.m.
Added
get_market_overview
Sept. 22, 2026, 2:40 a.m.
Added
search_locations
Sept. 22, 2026, 2:40 a.m.
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