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Crawlora MCP

apnews_headlines

Read-only

Current AP News headlines for one public section; section must come from apnews_sections.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sectionYes

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

A3.9/5.0
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 and open-world behavior are covered structurally. The description adds only the 'current' recency signal and the 'public section' scoping constraint; no return format, pagination, or rate-limit context is offered.

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; the key constraint (section must come from apnews_sections) is stated before anything else.

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

Completeness5/5

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 this is a one-parameter read tool. The two things an agent needs, scope and valid-value source, are both present.

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 description coverage is 0%, so the description is the only place that adds meaning: it tells the agent the section must be a valid value from apnews_sections. It still gives no format, casing, or enum-like examples, so it only partially compensates for the empty schema.

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 headlines) plus resource (AP News headlines) and scope (one public section), which is clearer than the bare name. It does not explicitly distinguish itself from the sibling apnews_news, leaving the headlines-vs-news boundary to inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives concrete context: one section is required and its value must be sourced from apnews_sections, which routes the agent to the right prerequisite tool. It does not state when to prefer this over apnews_news, so exclusions are absent.

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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Resources