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data_dubai_themes

Read-onlyIdempotent

List Dubai open data catalog themes with dataset counts to quickly identify available public datasets by topic; no credentials required.

Instructions

List the data.dubai catalog themes with dataset counts (no credentials).

Eleven themes such as Infrastructure, Population, Trade, and Employment, each with bilingual titles and a dataset count.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.4.0

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive/openWorld, so the safety profile is covered. The description adds the non-obvious fact that no credentials are required and describes the shape of the result (eleven themes, bilingual titles, dataset counts), which is genuinely useful context beyond the annotations.

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

Conciseness5/5

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

Two short sentences, with the core action and the credential constraint front-loaded and the payload detail second. Nothing is wasted and nothing is buried.

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

Completeness4/5

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

For a zero-parameter listing tool with a full output schema and rich annotations, the description supplies what an agent needs: what it returns, how many items, and that it needs no auth. Only the absence of any routing hint toward related data.dubai tools keeps it from fully complete.

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?

The tool takes no parameters and the input schema is empty, so there is nothing to document; baseline 4 applies. No parameter-level detail is expected or missing.

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 ('List the data.dubai catalog themes') plus the payload ('with dataset counts'), which clearly distinguishes it from data_dubai_search and data_dubai_entities. It never names a sibling explicitly, so an agent must infer the boundary, keeping it just short of 5.

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?

Usage is only implied: the tool is an entry point for browsing the theme taxonomy. There is no statement of when to prefer it over data_dubai_search, nor any exclusion. The '(no credentials)' note helps an agent know it can always be called, but that is a precondition, not routing guidance.

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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