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Crawlora MCP

iol_news

Read-only

Fresh IOL top stories from the public feed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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

B3.1/5.0
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 context ('public feed', 'fresh'), but it never states how many stories are returned, how 'fresh' is defined, or whether the feed rotates or is paginated. With annotations carrying the safety burden, this is adequate but thin.

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 short sentence that front-loads what the tool returns, with no filler or repetition. It is efficient, though the extreme brevity borders on being underspecified rather than optimally concise.

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-value explanation is unnecessary, and there are no parameters to document. The remaining gap is sibling disambiguation: with iol_headlines and iol_article adjacent in the namespace, the description does not give enough context to make the selection confidently.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is nothing for the description to disambiguate; the baseline for a no-param tool applies. The description correctly conveys that no filtering input is expected, matching the empty schema.

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 a clear resource ('IOL top stories') and a source ('the public feed'), so the agent knows roughly what it returns. However, it does not distinguish itself from the very similar sibling tools iol_headlines, iol_sections, and iol_article, all of which plausibly serve top news content. The difference between 'news' and 'headlines' for the same publisher is left entirely 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 Guidelines2/5

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

There is no statement of when to use this tool versus iol_headlines or iol_article, and no prerequisites or exclusions. The words 'fresh' and 'top stories' hint at a live front-page feed, but neither the condition that selects this tool nor the alternatives it competes with are named.

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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