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Crawlora MCP

huffpost_article

Read-only

One public HuffPost 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

B3/5.0
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 two useful facts beyond them: the article is 'public' (no auth/subscription wall) and the response contains metadata plus body paragraphs. It says nothing about truncation, paywalling, or whether body text is ever partial.

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

Conciseness4/5

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

A single tight sentence with no filler, front-loading the resource and payload. It is efficient, though arguably too sparse for a tool whose only parameter is undocumented.

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 need not be described, and annotations cover the read-only profile. For a one-parameter fetch tool the description is nearly complete, but the missing input-format guidance for 'url' leaves an operational gap.

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%, so the description carries the full burden for the single required 'url' parameter, yet it never mentions the parameter, its format, or whether a full URL versus a slug is expected. This is a real gap the description fails to close.

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 names a specific resource (one HuffPost article) and scopes the payload ('metadata and body paragraphs'), which distinguishes it from the list-oriented siblings huffpost_headlines and huffpost_news. The action verb is only implied, but the singular 'one ... article' clearly signals a detail-fetch tool.

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?

There is no statement of when to use this tool versus huffpost_headlines, huffpost_news, or huffpost_author, and no prerequisites or input expectations are given. The agent must infer the routing from the noun 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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