dxb-data
Official Dubai real estate data: live prices and rental yields by area, from the DLD.
Should I use this
Quality & Safety
Findings (4)
- LOWTool 'area_snapshot' description lacks action verbin area_snapshot
- LOWTool 'rental_yield' description lacks action verbin rental_yield
- LOWTool 'market_overview' description lacks action verbin market_overview
- LOWTool 'compare_areas' description lacks action verbin compare_areas
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"dxb-data": {
"url": "https://dxbdata.io/mcp"
}
}
}Remote endpoints
https://dxbdata.io/mcpstreamable-httpWhat it can do
Tool inventory
Tools (7)
🟢list_areas
List all Dubai areas (neighborhoods) available in the dataset. Use to discover valid area names.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}⚪area_snapshot(area, property_type)
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",
"properties": {
"area": {
"type": "string",
"description": "Area name in English, e.g. 'Business Bay'."
},
"property_type": {
"type": "string",
"description": "'Flat' (default) or 'Villa'."
}
},
"required": [
"area"
],
"additionalProperties": false
}⚪rental_yield(area, property_type)
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",
"properties": {
"area": {
"type": "string",
"description": "Area name in English."
},
"property_type": {
"type": "string",
"description": "'Flat' (default) or 'Villa'."
}
},
"required": [
"area"
],
"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(property_type, limit)
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": {
"property_type": {
"type": "string",
"description": "'Flat' (default) or 'Villa'."
},
"limit": {
"type": "number",
"description": "How many areas to return (default 10, max 50)."
}
},
"additionalProperties": false
}⚪compare_areas(areas, property_type)
Compare 2-5 Dubai areas side by side: median sale price, price per m2, and gross rental yield.
Input Schema
{
"type": "object",
"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'."
}
},
"required": [
"areas"
],
"additionalProperties": false
}🟢affordability(budget_aed, property_type)
Given a budget in AED, list Dubai areas where the median sale price fits (largest you can afford first).
Input Schema
{
"type": "object",
"properties": {
"budget_aed": {
"type": "number",
"description": "Budget in AED, e.g. 1500000."
},
"property_type": {
"type": "string",
"description": "'Flat' (default) or 'Villa'."
}
},
"required": [
"budget_aed"
],
"additionalProperties": false
}Community
Evidence