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Crawlora MCP

iol_author

Read-only

One IOL author's public profile: name, role, photo, and the recent articles listed on their page.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
slugNo

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

C2.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety and reach profile is covered. The description adds the useful fact that the response includes a photo and the author's recent article list, but says nothing about how an author is identified (url vs slug) or whether either is required. Reasonable but thin against a lower annotation bar.

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 tight sentence, front-loaded with the resource and the payload. It earns its place with no filler, though as a bare noun phrase it could have carried an action verb and input hint at no extra length cost.

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

Completeness2/5

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. However, the two input parameters are completely undocumented in both schema and description, and with zero required parameters the agent has no basis for choosing url versus slug — a material gap for an otherwise simple lookup tool.

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 both parameters (url, slug) are undocumented, with neither marked required. The description never explains what url or slug should contain or which one to supply, so it fails to compensate for the schema gap on a 2-parameter 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 (an IOL author's public profile) and enumerates the returned fields: name, role, photo, and recent articles. That is far more informative than a tautology and is clearly distinct from iol_article/iol_news/iol_headlines within the iol family. It does not, however, distinguish itself from the dozens of near-identical '*_author' siblings, which is left entirely to the site prefix.

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 rather than iol_article or iol_news, and no prerequisite or input-identification guidance. The agent must infer from the name alone that this is the tool for author-level profile lookups.

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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