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Crawlora MCP

billboard_article

Read-only

One public Billboard article's metadata and body paragraphs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety is covered. The description adds value by scoping the return to metadata plus body paragraphs and flagging that only 'public' articles are retrievable, but says nothing about URL forms, canonicalization, or failure behavior for non-public/expired links.

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?

A single front-loaded sentence with no filler; the resource and returned content are stated immediately.

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?

An output schema exists, so return values needn't be described, and annotations cover the read-only profile. However, for a tool whose sole input is a URL, the description omits how to obtain that URL and what happens on invalid input, leaving a real gap.

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?

One parameter with 0% schema description coverage, so the description carries the burden. 'One public Billboard article' implies the url identifies the article, but it never states the expected URL format or where to source it (e.g., from billboard_headlines output). Marginal compensation for the coverage gap.

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?

Names the specific resource (a single Billboard article) and enumerates the payload ('metadata and body paragraphs'), which cleanly distinguishes it from the headlines/news/author/sections siblings whose names already imply list or ancillary content. It reads as a noun phrase rather than a verb+resource, but the scope ('One ... article') is unambiguous.

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 on when to choose this over billboard_headlines, billboard_news, or billboard_sections, and no prerequisite that a URL must first be obtained from those list tools. The only hint is the required 'url' parameter, which the agent must infer usage from.

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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