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Crawlora MCP

ninetofivemac_author

Read-only

One 9to5Mac author's public profile: name, avatar, biography, social links, and their recent articles.

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 the safety profile is covered. The description adds that the response bundles a profile plus recent articles, which is useful scoping context, but it says nothing about auth requirements, rate limits, or whether the URL must be an author page.

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, front-loaded sentence that names the resource first and the returned fields second, with no filler. It is appropriately sized for a simple one-parameter fetch tool.

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 an output schema present, the description need not explain return values, and annotations cover the read-only/open-world profile. However, for a tool whose only input is an unexplained URL, the description leaves the key input ambiguity unresolved and offers no routing guidance among the many sibling tools.

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 single required 'url' parameter is neither described in the schema nor mentioned in the description. The description fails to compensate by clarifying what kind of URL is expected (author profile URL vs. article URL), which is the main ambiguity for this tool.

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 9to5Mac author's public profile — and enumerates the payload (name, avatar, biography, social links, recent articles), so an agent knows exactly what it returns. It is written as a noun phrase rather than a verb+resource action statement, and it never explicitly distinguishes itself from siblings like ninetofivemac_article or ninetofivemac_news.

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, when-not-to-use, or alternative-tool guidance. Nothing tells the agent to reach for this rather than ninetofivemac_news or ninetofivemac_article when the goal is author-centric information. Usage is only weakly implied by the presence of a single URL parameter.

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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