Connect-MCP

Heart Homes — Dubai property data

homes.heart/heart-homes · v1.0.0

Dubai property prices, rents and trends from official Dubai Land Department records. Read-only.

MCPremoteno credentialsReal estate

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 11 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 91/100

What it does: 11 tools · 11 read, 0 write

Test call get_market_overview: worked (2,711 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +6
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +5
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://heart.homes/mcp

Tools

11 tools listed at last check
  • 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.
  • get_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.
  • get_location_stats 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 b
  • get_ready_vs_offplan 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-compl
  • get_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.
  • get_building_stats 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 communitySlu
  • rank_buildings 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 fewe
  • list_recent_transactions Most recent registered DLD sales or rent contracts for a community or area slug - real records to ground price talk in.
  • compare_buy_vs_rent 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.
  • rank_communities 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) cou
  • get_trends_movers 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.

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