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level09

dld-mcp

by level09
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Python
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
query_dldA

Query Dubai property data - sales transactions or rental contracts.

Args: area: Location to search (e.g., "Marina", "JBR", "Downtown", "Palm Jumeirah", or building name) type: "sales" for DLD transactions, "rentals" for Ejari contracts property_type: "all", "apartment", "villa", or "townhouse" (sales only) bedrooms: "all", "studio", "1", "2", "3", "4", "5+" date_from: Start date YYYY-MM-DD (default: last 12 months for sales, 24 for rentals) date_to: End date YYYY-MM-DD (default: today) metric: "stats" (aggregated statistics), "count" (just count), "list" (individual records) limit: Max records for list mode (1-50, default 10)

Returns: For stats: median/avg/min/max prices, transaction count, total volume For count: just the count of matching records For list: individual transaction/contract records

Examples: - "How many villas sold in Palm Jumeirah in 2024?" query_dld(area="Palm", property_type="villa", date_from="2024-01-01", metric="count")

- "Average rent for 2BR in Marina"
  query_dld(area="Marina", type="rentals", bedrooms="2")

- "Recent sales in Downtown"
  query_dld(area="Downtown", metric="list", limit=10)

- "Compare JBR vs Marina prices"
  Call twice with different areas

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4.1/5.0

Scored across 1 tool

Disambiguation5/5

Only one tool exists, so there is no possibility of confusion between tools.

Naming Consistency5/5

With a single tool, naming consistency is not applicable; the tool name is clear and descriptive.

Tool Count2/5

A single tool for querying Dubai property data is too few for comprehensive coverage. The tool is powerful but would benefit from additional tools for different operations or data types.

Completeness3/5

The tool covers a wide range of queries with flexible parameters, but lacks operations for retrieving metadata like available areas or property types, and does not support updates or deletions.

Maintenance

ActivitySlowing
ResponsivenessNo issues

Resources