AutoPilot Régua
autopilot_reguaRead-only
Retorna o score geral do AutoPilot e status de cada módulo de automação (cobranças, conciliação, compliance, etc).
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| empresaId | No | ID da empresa |
Contazz AutoPilot
Schema Changelog
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
- First observed
TDQS
B3.3/5.0
Behavior3/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The readOnlyHint annotation already indicates a safe read operation, and the description aligns by saying 'Retorna' (returns). However, the description adds no additional behavioral context such as response format, pagination, or scoping behavior, so it only meets the baseline.
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 a single, concise sentence that front-loads the primary purpose. Every word adds value, with no redundant or filler content.
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 description provides a high-level summary of the output but lacks details on the exact response structure, possible statuses, and how the optional 'empresaId' parameter affects results. For a simple read-only tool this is adequate, but gaps remain.
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 coverage is 100% for the single parameter 'empresaId' with a description. The tool description does not add any extra meaning beyond the schema, so the baseline of 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose4/5
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states it returns the overall AutoPilot score and status of each automation module, using a specific verb ('Retorna') and resource. It is distinct from sibling tools via the AutoPilot focus, though it does not explicitly differentiate itself.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus alternatives. There is no mention of context, exclusions, or scenarios, leaving the agent to infer usage from the description alone.
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
B3.1/5.0
Disambiguation3/5
Many tools have distinct purposes, but several overlap: 'calcular_cbs_ibs' and 'consultar_aliquota_cbs_ibs' both deal with CBS/IBS rates, 'criar_cobranca' and 'criar_cobranca_pix' create similar things, and multiple metrics tools (dashboard_executivo, saude_financeira, autopilot_regua) could confuse an agent. The reconciliation_* group is well-differentiated, but overall the large, overlapping surface creates ambiguity.
Naming Consistency2/5
Names mix Portuguese and English inconsistently (e.g., 'agendar_cobranca' vs. 'subscribe_webhook'). Most Portuguese names follow verb_noun, but many English names are noun_verb (e.g., 'reconciliation_execute') rather than verb_noun. Additionally, some names are vague or non-descriptive ('autopilot_regua', 'badges_contadores', 'metricas_escritorio'), breaking any predictable pattern.
Tool Count2/5
61 tools is excessive for most MCP servers, even for a broad financial/fiscal automation domain. The count feels bloated, and several tools (e.g., criar_orcamento, listar_orcamentos) are dead weight being deactivated. This would likely be better split into multiple focused servers (e.g., cobranças, reconciliation, fiscal).
Completeness3/5
The tool surface covers many workflows: cobranças, NFS-e, reconciliation, tax simulation, dashboards, webhooks, and client insights. However, there are notable gaps in basic CRUD: no update/delete for cobranças or clientes, and no way to manage orcamentos (they're deactivated). The reconciliation module is very complete, but the overall surface has dead ends and missing lifecycle operations.