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Dados Cadastrais PF (Brasil)

report_bug

Idempotent

Report a bug, missing feature, or send feedback. Include the conversation array with recent messages for reproduction.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contextNo
messageYes
conversationNo[]

Schema Changelog

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

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare the tool is not read-only, idempotent, and not destructive. The description adds the requirement for conversation context, but does not disclose side effects like ticket creation or confirmation 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?

Two concise sentences with front-loaded purpose and no filler. Every word serves the tool's understanding.

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 is simple but has 3 parameters and no output schema. The description covers the core action and one parameter but omits explanation for 'context' and does not mention return/confirmation behavior. Adequate but with clear gaps.

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?

Schema description coverage is 0%, so the description must compensate. It explicitly mentions 'conversation array' but leaves 'context' unexplained and 'message' only implied. Additionally, it calls conversation an array while the schema types it as a string, creating minor ambiguity.

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 uses specific verbs ('report', 'send') and clearly identifies the resources (bug, missing feature, feedback). It distinguishes itself from unrelated sibling tools like authenticate or show_version.

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 clear contextual usage by instructing to include the conversation array for reproduction. It does not explicitly name alternatives or exclusions, but sibling tools are unrelated, so the boundary is obvious.

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

A3.5/5.0
Disambiguation2/5

Several tools overlap: 'connect' and 'toolkit_info' both report connection status; 'authenticate' and 'connect' handle related auth/connection flows; 'report_bug' duplicates an action embedded in 'marketplace'. These overlapping boundaries make tool selection ambiguous.

Naming Consistency2/5

Names follow no consistent pattern: single words ('connect', 'marketplace'), snake_case verb nouns ('report_bug', 'show_version'), noun-only ('toolkit_info'), and a Portuguese phrase ('registro_pf_br_consultar'). The mixed conventions are hard to predict.

Tool Count3/5

Seven tools is a reasonable number, but most are generic platform utilities (auth, version, reporting) tangential to the server's indicated purpose of Brazilian CPF data. The single domain tool feels out of place, so the count is neither too high nor too low but the scope is unfocused.

Completeness1/5

For a server dedicated to 'Dados Cadastrais PF', only one query operation exists (registro_pf_br_consultar). There are no additional lookup variants, no historical queries, and no supporting data operations. The rest of the tools address platform management, not the domain, leaving the core purpose severely incomplete.