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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

A3.9/5.0
Behavior4/5

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

The description adds the behavioral requirement to include a conversation array with recent messages, which is beyond the raw annotations. It does not contradict the idempotent, non-destructive hints; however, it does not explain what happens after reporting (e.g., issue creation or 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 only two short sentences and every clause adds meaningful value: the action scope and the reproduction hint. It is front-loaded and wastes no words.

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?

For a small, simple feedback/report tool, the description captures the primary use case and the important conversation reproduction hint. It could additionally clarify the exact serialization format of conversation and the expected message content, but overall it is sufficient for an agent to make a reasonable invocation.

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 partially explains the conversation parameter as a reproduction aid, but it calls it an 'array' while the schema declares it as a string with default '[]', and it does not clarify the message or context parameters at all.

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 action as reporting a bug, missing feature, or feedback, giving a specific verb and broad resource. It is immediately distinguishable from sibling tools like pncp_* and authenticate, which handle other functional areas.

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

Usage Guidelines3/5

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

The description conveys when to use the tool: when a user wants to report a bug, ask for a feature, or send feedback. However, it gives no explicit guidance about when not to use it, no alternative tools, and no context about report-vs-support workflows.

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

A3.7/5.0
Disambiguation3/5

The pncp_* tools are mostly differentiated by data type, but there is real overlap: pncp_buscar, pncp_listar, and pncp_oportunidades all search licitações, while pncp_detalhe and pncp_processo both return full details and pncp_resultado overlaps with pncp_detalhe(resultado=true). Detailed descriptions help, but an agent could easily pick the wrong search or detail tool.

Naming Consistency2/5

Naming is inconsistent: English platform tools (authenticate, connect, marketplace, report_bug, show_version, toolkit_info) sit alongside Portuguese pncp_* names, with some verbs (buscar, listar) and mostly nouns (atas, contratos, detalhe, processo, texto). There is no single predictable verb_noun or resource_action convention.

Tool Count3/5

19 tools is in the heavy range and includes 6 generic platform/account tools that are unrelated to the PNCP procurement domain. The 13 pncp_* tools are defensible for a broad read-only procurement API, but several overlap enough that the count feels slightly bloated rather than tightly scoped.

Completeness4/5

The PNCP side covers the core read-only procurement lifecycle well: keyword search, value-ranked listing, opportunities, full detail, edital text, document downloads, winners, contracts, atas, historical data, PCA, and buyer organs. Minor gaps exist, such as losing bids/lances being explicitly unavailable and the marketplace features being bundled into one overloaded tool instead of separate ones.