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Crawlora MCP

sciencealert_article

Read-only

Retrieve public article metadata and body paragraphs for a canonical ScienceAlert article URL.

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

A3.5/5.0
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 content is 'public' (no auth) and that it returns 'metadata and body paragraphs,' but says nothing about pagination, rate limits, or failure modes; with annotations doing the heavy lifting a 3 is appropriate.

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 sentence with the verb front-loaded and no filler. Efficient, though its brevity contributes to the gaps noted in other dimensions.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple one-parameter article-fetch tool, the description pairs with the existing output schema (return values need not be explained) and read-only annotations to be largely sufficient. Only a pointer to the discovery tools that yield valid URLs is missing.

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?

The single url parameter has 0% schema description coverage, so the description must compensate. It partially does by specifying the value must be a 'canonical ScienceAlert article URL,' but adds no format detail or guidance on where such URLs come from.

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 specific verb (Retrieve) and resource (public article metadata and body paragraphs) scoped to a canonical ScienceAlert article URL. This clearly separates it from the sibling list tools (sciencealert_headlines/news/sections), though it never names those alternatives explicitly.

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 phrase 'for a canonical ScienceAlert article URL' implies this is the detail-fetch step that follows a list/discovery call, but there is no explicit when-to-use, when-not-to-use, or named alternative. Usage is only implied.

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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