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Crawlora MCP

ninetofivemac_article

Read-only

One public 9to5Mac 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 structurally. The description adds one useful behavioral fact — the article is 'public' (no auth) and the payload is metadata plus body paragraphs — but says nothing about paywalls, truncated bodies, or how the URL is resolved.

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 zero filler that names the source, the unit of retrieval, and the payload in twelve words. Nothing to trim.

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 explained, and the description does summarize what comes back. However, for a fetch-by-URL tool it omits the one thing an agent could get wrong: that the input must be a 9to5Mac article URL rather than a headline listing or section page.

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 coverage is 0% and the single 'url' parameter is undocumented in the schema. The phrase 'one public 9to5Mac article' implies the URL identifies a specific 9to5Mac article, which is marginally useful, but no format or validation expectations are given. With only one self-explanatory parameter this is adequate rather than strong.

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?

States a clear verb-less but specific resource: a single 9to5Mac article, including exactly what is returned ('metadata and body paragraphs'). This distinguishes it implicitly from the sibling feed tools (ninetofivemac_headlines, ninetofivemac_news, ninetofivemac_sections), though it never names an alternative explicitly.

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 when-to-use guidance, no mention that a 9to5Mac article URL is required as input, and no routing to sibling tools such as ninetofivemac_headlines for discovery. The agent must infer from the schema that a URL is the entry point.

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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