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mjgmario

Spanish Public Data MCP

by mjgmario

search_open_data

Search for datasets in Spain's national open data catalog. Filter by theme, publisher, or keywords to find public data.

Instructions

Search datasets in the Spanish national open data catalog (datos.gob.es). Filter by theme (medio-ambiente, economia, salud, etc.) or publisher.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum results to return
queryNoSearch query text (searches title, description, keywords)
themeNoFilter by theme code (e.g., 'medio-ambiente', 'economia', 'salud')
publisherNoFilter by publisher/organization ID
Behavior2/5

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

No annotations are present, so the description must carry the full burden of behavioral disclosure. It only mentions the basic function and filtering, but lacks details on rate limits, authentication requirements, pagination behavior, or any other operational constraints.

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?

The description is a single sentence with 18 words, front-loading the key action and resource. Every word is essential; there is no redundant or extraneous content.

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

Completeness3/5

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

Given the tool's simplicity and full schema coverage, the description is minimally adequate. However, it omits details about pagination (the limit parameter) and does not hint at the response format or structure, which could be problematic without an output schema.

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

Parameters3/5

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

The input schema has 100% description coverage for all 4 parameters, so the baseline is 3. The description does not add meaningful information beyond the schema—it merely restates that filtering by theme or publisher is possible, which is already documented in the schema's property descriptions.

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

Purpose5/5

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

The description clearly states it searches datasets in the Spanish national open data catalog and specifies filtering by theme or publisher. It uses a specific verb ('Search') and resource ('datasets in the Spanish national open data catalog'), and distinguishes from siblings like search_grants or search_legislation which target different data sources.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives. The description only states what it does, without any context about when not to use it or which sibling tools might be more appropriate for related but distinct queries.

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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