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mjgmario

Spanish Public Data MCP

by mjgmario

get_ine_variables

Retrieve available variables from Spanish statistical data by operation ID, or fetch all variables when no filter is specified.

Instructions

Get available variables, optionally filtered by operation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
operation_idNoOptional operation ID to filter variables. If not provided, returns all variables.
Behavior2/5

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

With no annotations provided, the description must fully disclose behavior. It states the tool retrieves variables with optional filter, but does not indicate whether it is read-only, what the response format is, or any side effects. For a read operation, this is minimally transparent.

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?

The description is a single sentence, front-loaded with purpose. No unnecessary words. However, it could be slightly more informative without harming conciseness.

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?

For a simple tool with one optional parameter and no output schema, the description provides the essential purpose. However, it lacks context about what 'variables' means in the INE domain or what the output looks like, which is needed for completeness.

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?

Schema coverage is 100% and the schema describes operation_id as 'Optional operation ID to filter variables. If not provided, returns all variables.' The description adds 'available' which is not in the schema, but otherwise adds no new meaning. Baseline 3 is appropriate.

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?

The description clearly states the tool retrieves available variables with optional filtering by operation. It uses specific verb and resource, and is distinct from siblings like get_ine_operations (which returns operations) and get_ine_series_data (which returns data series). However, it does not explicitly differentiate from all similar tools.

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 on when to use this tool versus alternatives such as get_ine_table_data or search_ine_tables. The description only mentions optional filtering but provides no context about prerequisites or when to choose this over other INE tools.

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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