Dld

Local stdio MCP server for querying Dubai property sales transactions and rental contracts through OfferBrief.

The server uses MCP Python SDK v2 and supports the MCP 2026-07-28 protocol.

Installation

Run the published package directly:

uvx dld-mcp

Setup

Claude Code:

claude mcp add dld -- uvx dld-mcp

Claude Desktop:

{
  "mcpServers": {
    "dld": {
      "command": "uvx",
      "args": ["dld-mcp"]
    }
  }
}

Add that entry to ~/Library/Application Support/Claude/claude_desktop_config.json on macOS.

Tool

query_dld accepts:

Parameter	Allowed values	Default
area	Area or building name, at least 2 non-whitespace characters	Required
type	sales, rentals	sales
property_type	all, apartment, villa, townhouse	all
bedrooms	all, studio, 1, 2, 3, 4, 5+	all
date_from	A real date in YYYY-MM-DD format	OfferBrief default
date_to	A real date in YYYY-MM-DD format	OfferBrief default
metric	stats, count, list	stats
limit	Integer from 1 through 50	10

property_type is supported only for sales. date_from cannot be later than date_to.

Examples:

query_dld(area="Marina")
query_dld(area="Palm", property_type="villa", date_from="2024-01-01", metric="count")
query_dld(area="Downtown", type="rentals", bedrooms="2")
query_dld(area="JBR", metric="list", limit=10)

Invalid arguments fail before an API request. OfferBrief HTTP, rate limit, timeout, connection, and malformed response failures return structured errors with a message and status code.

OfferBrief dependency and privacy

Each tool call sends its query parameters to https://offerbrief.com/api/query. No credentials are used. The package does not log query parameters or response bodies.

Results reflect the data available from OfferBrief when the call is made. This package does not claim a refresh schedule or transaction count.

Development

git clone https://github.com/level09/dld-mcp
cd dld-mcp
uv sync --group dev
uv run pytest
uv run ruff check
uv build

License

MIT, OfferBrief