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Crawlora MCP

fastcompany_author

Read-only

One Fast Company contributor's public profile: name, biography, and recent articles.

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?

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety and network scope are covered. The description usefully discloses the shape of the payload (biography plus recent articles), which goes slightly beyond annotations, but says nothing about pagination of 'recent articles', rate limits, or whether the input must resolve to an existing author.

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?

One tight sentence with the resource front-loaded and no filler. It is efficient, though it spends its length on return contents rather than the input the agent must produce.

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 for a single-parameter read tool the description is close to adequate. However, with 0% schema coverage the missing input-format guidance is a real gap an agent must guess around.

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 single required parameter is named only 'url', with no format, example, or constraint. The description never mentions the input at all, so an agent gets no help on whether it must supply a full profile URL, a slug, or something else.

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 (one Fast Company contributor's public profile) and enumerates the payload (name, biography, recent articles), so the agent knows this retrieves an author page rather than an article or headline list. It stops short of explicitly contrasting with siblings like fastcompany_article or fastcompany_headlines, leaving the boundary implicit.

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 reach for this tool versus the article/headlines/news siblings, and no prerequisite is given. The only hint is the word 'contributor', which implies a byline context but never spells out the trigger condition.

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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