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Dweeb1578

Marketing Analytics MCP Server

by Dweeb1578

gsc_query_to_pages

Find which pages rank for a specific search query in Google Search Console. Enter query, date range, and country to identify top-performing pages.

Instructions

Find which pages rank for a given query in GSC.

Args: query: Exact query string to filter on start_date: YYYY-MM-DD (default: 31 days ago) end_date: YYYY-MM-DD (default: 3 days ago) country: 3-letter country code (e.g. "usa"); empty for global row_limit: Max pages (default: 50)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
countryNo
end_dateNo
row_limitNo
start_dateNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses defaults and parameter formats but does not mention authentication, rate limits, data freshness, or side effects. The output schema exists but is not referenced.

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?

The description is extremely concise with a one-sentence summary followed by a structured parameter list. Every sentence is informative with no redundancy.

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?

The tool has 5 parameters and an output schema. The description covers parameters and defaults but lacks usage guidance and behavioral context. Given the tool's simplicity, it is largely complete.

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

Parameters5/5

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

Schema description coverage is 0%, but the description fully explains each parameter: query as exact string, date formats with defaults, country with example, and row_limit with default. This adds significant meaning beyond the schema titles.

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 clearly states the tool finds pages ranking for a given query in GSC. However, it does not differentiate this tool from sibling tools like gsc_page_query_matrix, which may serve a similar purpose.

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?

No guidance is given on when to use this tool versus alternatives such as gsc_search_analytics or gsc_page_query_matrix. The use case is implied but not explicitly stated.

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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