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Crawlora MCP

axios_headlines

Read-only

The newest public Axios stories on one topic or subtopic page.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYes

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

C2.8/5.0
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 a small amount of value by signaling recency ordering ('newest') and public-only scope, but says nothing about ordering guarantees, pagination, or what 'topic or subtopic' resolves to.

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 efficient sentence with no filler, and the resource/recency is front-loaded. It is not padded, though the brevity is partly under-specification rather than discipline.

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. For a single-required-parameter browse tool with no annotation gaps, the description is minimally viable, but the missing accepted-value format for 'topic' and the lack of sibling routing leave a clear hole.

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% for the single required 'topic' parameter. The description hints that the value should correspond to a topic or subtopic, but gives no format (slug vs. display name), no examples, and no hint at how subtopics are expressed, leaving the agent to guess.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the resource ('newest public Axios stories') and implies a listing-by-topic behavior, so the intent is identifiable. However, it never distinguishes itself from the sibling axios_article, and 'on one topic or subtopic page' is loose phrasing that reads more like a page location than a tool capability.

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 statement of prerequisites, and no mention of the alternative axios_article or axios_categories. The agent must infer from the name alone that this is the browse-a-topic feed rather than the single-story tool.

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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