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Read content comparisons

read_content_differentiation
Read-onlyIdempotent

How cited competitor pages differ from yours on the topics they win, from pages CiteLadder has already read. Use it before rewriting a page to compete.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent and non-destructive behavior, so the safety profile is covered. The description adds a genuine scope constraint — the comparison draws only on pages 'CiteLadder has already read' — which tells the agent it does not fetch live content. It omits return format and pagination, but with annotations carrying the safety profile this is solid.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences with no filler; the comparison scope is front-loaded and the action guidance follows immediately. Every clause earns its place.

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?

There is no output schema, so the description carries the burden of describing what comes back, and it only loosely characterizes the result ('how cited competitor pages differ'). For a single-parameter read tool it is adequate but thin — the shape of the comparison output and use of the required id remain unaddressed.

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 project_id or its expected form. With one parameter and a non-obvious scope ('already read' content implies per-project state), the description should clarify what the project argument selects, but it does not 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 comparison resource: how cited competitor pages differ from the user's on topics they win. This distinguishes it from siblings like read_perception or read_performance, though the leading phrasing is output-oriented rather than a crisp verb+resource. An agent can tell what it returns, but the 'read' action is implied rather than stated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit timing guidance: 'Use it before rewriting a page to compete.' That is a clear when-to-use trigger. It stops short of naming alternatives or when-not-to-use conditions, so it is not a full routing rule.

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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