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Glama

Enriquecimento de Lead

enriquecimento_lead_consultar

Read-onlyIdempotent

Enriquece um contato a partir do celular e do email, retornando os dados cadastrais associados. 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
EmailYes
CelularYes
completoNo

Schema Changelog

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

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint. The description adds context by clarifying that the data is 'ACESSO PÚBLICO' and not private, and explains the prepaid credit model and lack of credentials. This goes beyond the structured annotations, though it does not describe all response behavior.

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 three sentences, each with a distinct role: purpose, operational model, and legal/data source context. It is concise and well-structured, with no filler.

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?

The description adequately covers the tool's purpose, data source, access method, and legal responsibility, which is rich context for a simple enrichment tool. The only notable gap is the undocumented 'completo' parameter, but overall the description is sufficiently complete for an agent to understand the tool's behavior.

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 description mentions 'celular' and 'email' as the basis for enrichment, aligning with the required properties. However, it does not explain the 'completo' boolean parameter, and with 0% schema description coverage, the description fails to fully compensate for the parameter semantics. It adds no format or behavior details for the parameters.

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 'Enriquece um contato a partir do celular e do email, retornando os dados cadastrais associados,' specifying the action (enrich), inputs (cell phone and email), and output (associated registration data). It distinguishes from sibling tools like authenticate and marketplace, which serve entirely 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 provides usage context: 'Hospedado pela plataforma, sem credenciais, pague por consulta com crédito pré-pago' explains the operational requirements. It also notes the legitimate purpose under LGPD, but does not explicitly compare to alternatives or state when not to use, so it falls short of a 5.

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
Disambiguation3/5

The core enrichment tool is distinct, but there is overlap among the platform tools: connect and toolkit_info both report connection status, and authenticate is also related to connection setup. An agent could confuse which tool to use for checking connectivity or managing credentials.

Naming Consistency2/5

Tool names are inconsistent in style: single verbs (authenticate, connect), a Portuguese noun-verb phrase (enriquecimento_lead_consultar), generic nouns (marketplace), and verb_noun pairs (report_bug, show_version). There is no predictable convention across the set.

Tool Count4/5

Seven tools is within a reasonable count range, but the set mixes one domain-specific tool with several generic platform management tools, making the overall scope feel unbalanced. The count itself is appropriate, though not perfectly scoped.

Completeness2/5

The lead enrichment domain is severely under-covered: only one tool (enriquecimento_lead_consultar) performs enrichment, with no support for other identifier types, batch operations, or lead lifecycle management. The platform tools are generic and do not address the server's stated purpose.