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CPFL: Download via link + OCR

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

A3.7/5.0
Behavior3/5

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

Annotations already supply the side-effect and idempotency information via readOnlyHint=false and idempotentHint=true. The description adds a useful behavioral clue about including recent messages for reproduction, but it does not disclose what happens after submission, whether conversations are transmitted, or any consequence of duplicate reports.

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 one efficient sentence that is front-loaded with the action, then adds a single practical requirement. There is no fluff or repeated information.

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?

Given that there is no output schema and only three properties, the description is enough to invoke the tool for a basic bug report, but it lacks return behavior, error/response expectations, and clear `context` semantics. It's adequate functionality, but not genuinely complete.

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 description coverage is 0%, so the description is the sole source of meaning. It clarifies that `conversation` should contain recent messages, leaving `message` implicitly as the user-facing report text and `context` unexplained. It even describes `conversation` as an 'array' while the schema says the property is a string with default '[]', causing 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 a clear verb and scope: 'Report a bug, missing feature, or send feedback.' This is specific enough to distinguish it from sibling tools like `connect`, `marketplace`, 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 Guidelines3/5

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

The intended use case is implied—use this when the user wants to report a bug or send feedback—but the description does not explicitly state when to choose this tool over alternatives, nor does it provide exclusions.

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

Tools have clearly distinct purposes: authentication, connection status, a single CPFL query, marketplace management, bug reporting, version info, and toolkit info. No two tools seem to overlap in function, though `connect` and `toolkit_info` both touch connection status but are still differentiated by scope.

Naming Consistency2/5

Naming is inconsistent: English verbs (authenticate, connect, report_bug) mixed with Portuguese camelCase (`contas_cpfl_link_ocr_consultar`), and a mix of snake_case (`report_bug`, `show_version`, `toolkit_info`) and lowercase single words (`marketplace`). No uniform pattern.

Tool Count4/5

Seven tools is within the typical well-scoped range derived from the calibration. However, most tools (6 of 7) are generic platform utilities rather than domain-specific to CPFL, so the count feels padded for the server's stated purpose but is not excessive.

Completeness2/5

The server claims to be 'CPFL: Download via link + OCR' but only offers a single domain-specific operation (`contas_cpfl_link_ocr_consultar`). Missing are common operations like listing multiple accounts, downloading bill documents, or managing OCR tasks. The rest are platform utilities that do not address the domain, leaving significant gaps for an agent trying to accomplish CPFL-related tasks.