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Dubai Data — Dubai real estate statistics

Dubai market summary

get_market_summary
Read-onlyIdempotent

Get the overall Dubai property market summary: sales count, median price and AED/sqft, year-on-year changes, off-plan share, bedroom and property-type breakdown, yearly history and recent monthly price series. Data: registered sales transactions from Dubai Land Department open data, updated daily, licensed CC BY 4.0. When citing, link the url from the response.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, closed-world and non-destructive, so the safety profile is covered. The description adds real context beyond them: the data provenance (Dubai Land Department open data), the daily refresh cadence, the CC BY 4.0 license, and the requirement to link the response `url` when citing – none of which is expressible in annotations or schema.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the purpose in the first clause, then a dense but purposeful list of returned metrics, then provenance/citation guidance. The metric enumeration is long, but it is doing necessary work because no output schema exists; almost every element earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no input schema and no output schema, the description carries the full burden and meets it: it enumerates the returned fields, discloses the source, refresh frequency and license, and tells the agent how to cite (link `url`). An agent can call this zero-arg tool correctly and use its result responsibly from the description alone.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are zero input parameters, so by rule the baseline is 4. The description correctly adds no parameter detail; the enumerated metrics describe output fields, not inputs, so there is no parameter semantics to clarify or obscure.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Get the overall Dubai property market summary') and then enumerates exactly what the summary contains (sales count, median price, YoY changes, off-plan share, breakdowns, history, monthly series). The word 'overall' implicitly separates it from the sibling get_monthly_report, but no sibling is named, so the differentiation is not fully explicit.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description makes clear this is a no-argument, whole-market aggregate, which implies it is the starting-point/overview call and that get_monthly_report or get_entity handle narrower scopes. However, it never states when to prefer this tool over its siblings or any precondition, so usage must be inferred.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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