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rankparse-mcp

get_gsc_low_ctr_pages

Read-onlyIdempotent

Find pages with high impressions but low CTR: pages that Google is showing frequently but users aren't clicking. Good starting point for title/description rewrites. Requires Google Search Console to be connected. Direct the user to rankparse.com/dashboard/integrations to connect it. When several Google accounts are connected, the property is read through the account that can see it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
siteYesProperty URL e.g. "https://example.com"
maxCtrNoOnly include pages with CTR at or below this value 0–1 (default 0.05 = 5%)
endDateYesEnd date YYYY-MM-DD
rowLimitNoMax rows (default 25, max 1000)
startDateYesStart date YYYY-MM-DD
minImpressionsNoOnly include pages with at least this many impressions (default 500)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare read-only, idempotent, non-destructive, open-world behavior, so the description is not burdened with the safety profile. It adds genuinely new operational context: the required integration, the remediation URL, and how property resolution behaves across multiple connected Google accounts.

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?

Front-loads the definition, then use case, then prerequisite, then edge-case behavior on account ambiguity, in a few tight sentences. No redundancy with the schema or annotations.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Covers the conceptual definition, the use case, the auth prerequisite, and multi-account routing — the things an agent needs before calling. It does not sketch the shape of returned rows (pages, impressions, CTR), which matters slightly given there is no output schema, leaving a minor gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and each of the 6 parameters (site, maxCtr, minImpressions, rowLimit, dates) is documented with defaults in the schema. The description adds no parameter-level meaning beyond that, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Find pages') plus the defining condition (high impressions, low CTR) and glosses the concept in plain terms. The 'pages' framing inherently separates it from the sibling get_gsc_low_ctr_queries, so an agent can route correctly.

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?

Gives clear usage context ('Good starting point for title/description rewrites') and states a hard prerequisite (Google Search Console must be connected). It does not name when *not* to use it or point at an alternative tool for adjacent needs, so it falls short of a 5.

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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