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EU Accessibility Privacy Lead Scanner

eu-accessibility-privacy-lead-scanner

BYOD compliance scanner for observed accessibility and privacy exposure signals on a submitted URL. Deterministic, robots-aware, no LLMs, no legal verdicts. — $0.05/call, x402 (USDC on base).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlsYesSubmitted absolute HTTP(S) URLs to audit. No discovery, no crawling beyond the page itself.
requestIdYesStable idempotency key for this semantic input.
maxResultsNoMaximum number of useful rows to deliver.
detailLevelNocompact for summaries, evidence for selectors and excerpts.compact
schemaVersionYesInput schema version. Must equal 1.0.1.0
freshnessMinutesNoUse cached useful reports only if they are this fresh or newer.

Schema Changelog

Changes observed during successful MCP inspections.

  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 meaningful behavioral context beyond annotations: it is deterministic, robots-aware, uses no LLMs, and provides no legal verdicts. It also discloses the pricing model. This is valuable transparency, though it does not clarify side effects despite readOnlyHint=false.

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 three short sentences: purpose, behavioral traits, and pricing. It is front-loaded with the core function and contains no filler. Every sentence earns its place.

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?

With no output schema, the description does not explain what the output looks like (e.g., lead lists, evidence rows). It gives a clear high-level purpose and behavioral constraints, but the lack of output format and minimal usage guidance leaves some gaps. Still, the tool is conceptually simple and the schema covers inputs thoroughly.

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 100%, so the schema already documents all parameters well. The description itself adds no parameter-specific meaning, which is acceptable given the schema's richness. Baseline 3 is appropriate.

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 states a specific verb ('scanner') and resource ('submitted URL'), and defines the scope as 'accessibility and privacy exposure signals.' It clearly differentiates from the sibling tool 'eu-ai-act-transparency-lead-scanner' by topic. The acronym 'BYOD' is ambiguous, but the overall purpose is unmistakable.

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 usage for auditing a URL's accessibility/privacy compliance, but it does not explicitly say when to use this tool versus the sibling AI Act scanner. No exclusions or alternatives are mentioned, leaving the agent to infer appropriate selection from the name/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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