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Glama

Indicadores PF (Transparência)

transparencia_indicadores_pf_consultar

Read-onlyIdempotent

Indicadores de uma pessoa física no Portal da Transparência a partir do CPF e do NIS. Hospedado pela plataforma, sem credenciais, pague por consulta com crédito pré-pago. Consulta informação de ACESSO PÚBLICO em bases e fontes oficiais (a mesma disponível ao cidadão), não é dado privado nem sigiloso. O cliente é o controlador dos dados e responde pela finalidade legítima (LGPD).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
CPFYes
NISYes
completoNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  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 mark it as read-only and idempotent. The description adds useful details: it is hosted by the platform, requires no credentials, is pay-per-query, and accesses public data with LGPD responsibilities. This goes beyond the annotation hints without contradicting them.

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 tight three-sentence paragraph, front-loaded with the core functionality. It includes payment model, data access type, and legal context without unnecessary fluff, though the LGPD sentence could be seen as slightly verbose.

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?

The tool has no output schema and the description does not explain what 'indicadores' means or what the response contains. It covers data type, access, and compliance, but misses parameter details and return value expectations, making it incomplete for a 3-parameter tool.

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

Parameters2/5

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

The schema has three parameters with 0% description coverage, so the description must compensate. It mentions CPF and NIS as inputs in the first sentence, but does not clarify their format, purpose, or the meaning of the optional 'completo' parameter. This is a significant gap.

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 the tool provides 'Indicadores de uma pessoa física no Portal da Transparência' using CPF and NIS, and later says 'Consulta informação' with a query verb. It is clearly distinct from sibling tools like authenticate or marketplace, which serve different purposes.

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

Usage Guidelines4/5

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

The description gives usage context: no credentials required, pay-per-query with prepaid credit, and that it accesses public data. It doesn't explicitly provide when-not-to-use or alternatives, but the sibling tools are unrelated, so the context is sufficient for selecting this tool.

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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TDQS

A3.6/5.0
Disambiguation4/5

Most tools have distinct purposes: authenticate handles login, connect reports connection status, marketplace is a broad catalog/invoke hub, and the rest are utility functions. However, marketplace is overloaded and could be confused with toolkit_info or connect for status queries, and authenticate/connect overlap slightly.

Naming Consistency2/5

Tool names follow no consistent pattern: single-word verbs (connect, marketplace, authenticate) mix with verb_noun underscores (report_bug, show_version, toolkit_info) and one long domain-specific name (transparencia_indicadores_pf_consultar) that breaks the style entirely.

Tool Count3/5

Seven tools is a reasonable count, but the set is dominated by generic platform-management utilities, with only one domain-specific tool. For a server named 'Indicadores PF', the ratio feels disproportionate and many tools seem unrelated to the server's stated purpose.

Completeness2/5

The domain surface is severely thin: only a single consult operation for PF indicators, with no way to list available indicators, review history, or perform other related tasks. The platform tools don't contribute to domain coverage, leaving the set incomplete for its apparent purpose.