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Crawlora MCP

liverpoolecho_author

Read-only

One Liverpool Echo author's public profile: name, job title, bio, email, X/Twitter handle, and one page of their recent articles.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
pageNo
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 safe-read profile is covered. The description adds the useful constraint that only 'one page' of recent articles is returned, implying pagination, but says nothing about how the author is identified, rate limits, or auth.

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 that front-loads the resource and then lists contents. Nothing is wasted, though the field enumeration borders on restating what the output schema likely already carries.

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 enumerating return fields is arguably redundant, and the description is adequate for a read-only profile lookup. However, it fails to resolve the main ambiguity an agent faces: which of url, slug, or page is needed and how they combine.

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% across three params, and the description only obliquely explains 'page' via 'one page of their recent articles'. The relationship and requiredness of url vs slug (0 required parameters) is left completely unaddressed, so the identifier semantics are ambiguous.

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?

States a specific resource (one Liverpool Echo author's public profile) and enumerates exactly what it contains (name, job title, bio, email, X/Twitter handle, recent articles). It reads clearly against the article/headlines/news/sections siblings, though it never names them explicitly.

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 indication of when an author profile is preferable to liverpoolecho_article, and no mention of how url, slug, or page should be chosen. Usage is left entirely to inference.

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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