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Crawlora MCP

businessstandard_author

Read-only

One Business Standard author's public profile: name, designation, biography, headshot, social links, and their recent stories.

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

B3/5.0
Behavior3/5

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

readOnlyHint=true and openWorldHint=true already tell the agent this is a safe, read-only, web-backed fetch. The description adds that the payload bundles both profile fields and recent stories, which is mildly useful, but says nothing about auth, freshness, or failure modes. With annotations and an output schema present, the bar is low and a 3 fits.

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 dense sentence with the resource stated up front and the field list trailing. No filler, though the em-dash field enumeration is slightly list-like.

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, and read-only annotations cover the safety profile. The remaining hole is how the required URL is obtained/formatted, which the description does not address.

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 coverage is 0% and the single required parameter 'url' is never referenced in the description. An agent cannot tell whether 'url' expects the author's full profile page URL, a site-relative path, or an author identifier — a meaningful gap for a one-param tool where the description is the only source of parameter meaning.

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 (a Business Standard author's public profile) and enumerates the returned fields, which is enough to distinguish it from businessstandard_article/headlines/news/sections siblings. It lacks an explicit verb, but 'public profile' plus the field list makes the purpose unambiguous.

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: nothing says to call this after seeing a byline on an article, nor what alternative to use for article content. The agent must infer the retrieval context entirely.

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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