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connect

Read-onlyIdempotent

Returns connection status and URLs. When all providers are connected, returns authenticated:true and empty pending[]. When credentials are missing, returns connect_url for the toolkit and per-install URLs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

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

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds behavioral context by describing the two output states (connected vs missing credentials), which helps the agent anticipate responses.

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 sentences with a front-loaded purpose statement and concrete examples. No filler or repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is simple (no params, no output schema, safe). The description fully explains the expected result states, making it complete for an AI agent to invoke and interpret the response.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, and the schema is empty with 100% coverage by default. The description correctly avoids adding parameter details, so the baseline of 4 applies.

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 that the tool 'Returns connection status and URLs' with concrete examples of output states (authenticated:true vs missing credentials). This distinguishes it from sibling tools like authenticate, which presumably initiates connections.

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 implies this is the tool to check connection status, but it does not explicitly name alternatives or provide when-not-to-use guidance. Sibling 'authenticate' suggests the natural counterpart, but no explicit comparison is given.

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 five multa-related tools are clearly distinct by resource (vehicle debts, history, federal infractions, CNH points, vehicles by owner), but the platform-level tools overlap: authenticate/connect/toolkit_info all touch connection/auth status, and marketplace bundles many separate capabilities into one broad tool. This creates some boundary confusion for an agent selecting between them.

Naming Consistency2/5

Domain tools follow a consistent 'multas_' prefix pattern, but utility tools use inconsistent English verb/noun styles: authenticate, connect, marketplace, report_bug, show_version, toolkit_info. Mixing Portuguese noun-phrase names with generic English imperative/descriptive names makes the set feel disjointed and pattern-less.

Tool Count3/5

Eleven tools is within a reasonable range, but it feels top-heavy because only five tools actually serve the core fines-consulta domain while the rest are platform/account/admin utilities. The huge marketplace tool also compresses many sub-operations into one entry, making the count misleading.

Completeness4/5

The core query workflow is covered: find vehicles by owner, query vehicle debts by plate, check federal infractions, and verify CNH points. Missing features like fine payment or appeal detail are beyond the stated consulta purpose, so there are only minor workaround-level gaps for the apparent scope.