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Verrow, LLC rural public data

check_license

check_license (BETA, free: the live source is not wired yet, so this returns UNKNOWN without charge until it is wired and has a golden set.) Verified: 100% golden accuracy (78/78), 100% page-cited, UNKNOWN never charged, 100% uptime (24h), data as of 2026-10-26.

Input Schema

NameRequiredDescriptionDefault
nameNo
license_numberNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior3/5

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

With no annotations, the description carries the full load; it does disclose real behavior an agent would otherwise guess wrong about: the tool currently returns UNKNOWN, that UNKNOWN is never charged, and the data snapshot date. It does not disclose permissions, read-only nature explicitly, or what a non-UNKNOWN result looks like.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single run-on sentence packs marketing statistics (golden accuracy, uptime, page-cited) ahead of any statement of function. The most useful fact for a caller — that it returns UNKNOWN and is free — is buried mid-sentence.

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

Completeness2/5

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

No output schema exists, so the description should explain return shape, yet it only mentions the UNKNOWN case. Combined with 0% parameter documentation and no annotations, an agent cannot reliably construct a call or interpret the result.

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% and the description says nothing about the two parameters. An agent must infer that 'name' is a person or business name and 'license_number' is a state-issued identifier, and whether either is required (the schema marks neither required, which is itself unexplained).

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description restates the tool name and then spends its entire length on beta status, pricing, and accuracy metrics. It never states what a 'license' is being checked against, what domain it applies to, or what a caller learns from a positive vs. negative result.

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

Usage Guidelines1/5

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

No when-to-use guidance at all, and no differentiation from plausible siblings such as check_state_registration, check_use_allowed, or check_coverage. The only implicit guidance is 'calls are free right now', which is a billing fact, not a selection rule.

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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