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Crawlora MCP

independent_author

Read-only

One Independent author's public profile: name, job title, bio, X/Twitter handle, and their recent articles.

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

B3/5.0
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 openness profile is covered. The description adds the specific contents of the returned profile, which is useful context, but it says nothing about lookup behavior, ambiguity when both url and slug are supplied, or error cases.

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 front-loaded sentence that states the resource and its contents with zero filler. It is appropriately sized, though it is nearly a noun-phrase fragment rather than a complete directive.

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 the description need not explain return values, and the resource is simple. However, the two ambiguous optional input parameters are left entirely unexplained in both schema and description, leaving the agent unsure how to invoke the 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 the description never mentions the url or slug parameters at all. With two optional, undocumented parameters, the agent has no guidance on which identifier to supply or whether either is required, so the description fails to compensate for the coverage gap.

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 states a specific resource (an Independent author's public profile) and enumerates the returned fields (name, job title, bio, X/Twitter handle, recent articles), so an agent can tell it apart from independent_article or independent_headlines. It does not explicitly name a sibling for contrast, but the resource is 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, no alternatives named among the many sibling tools (independent_article, independent_news, etc.), and no prerequisites. The agent must infer usage entirely from the name.

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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