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zhangluka

grain-seo-mcp

by zhangluka

seo_lost_queries

Identify search queries that lost all traffic or dropped over 80% compared to the previous period, enabling quick detection of content decay and traffic loss.

Instructions

Identify queries that lost all traffic (or dropped >80%) compared to the previous period.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
siteUrlYesThe site URL
daysNoNumber of days to compare (default: 28)
limitNoMax results to return (default: 50)
engineNoThe search engine (default: google)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are provided, so the description must carry the full burden. It only states the threshold (all or >80% drop) but does not disclose how the period comparison works, whether the tool is read-only, or any side effects. Key behavioral traits like data freshness, accuracy, or limits are omitted.

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 a single, clear sentence with no unnecessary words. It is front-loaded and efficient.

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

Completeness2/5

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

The tool has no output schema, so the description should explain what the tool returns. It does not mention the output format, whether it returns query strings, loss percentages, or other details. Given the moderate complexity (4 params, simple logic), the description is incomplete.

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%, so the schema already documents all four parameters. The description adds no additional meaning beyond the schema; the threshold is described but is not a parameter. Baseline 3 is appropriate.

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?

The description uses a specific verb ('identify') and clearly defines the resource ('queries that lost all traffic or dropped >80% compared to the previous period'). It distinguishes this tool from sibling tools like 'seo_low_hanging_fruit' or 'analytics_drop_attribution' by focusing solely on significant traffic loss.

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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, when it is preferred, or when to avoid it.

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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