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AgentSEO Analyze SERP

agentseo_analyze_serp

Deep analysis of Search Engine Results Page (SERP) features and competitors.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
syncNo
deviceNodesktop
keywordYesTarget keyword
languageNoen
locationNoUnited States

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

No annotations exist, so the description bears full responsibility for behavioral disclosure. It only states 'deep analysis' without explaining whether the tool performs destructive actions, requires specific permissions, or has side effects. Minimal transparency.

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

Conciseness2/5

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

The description is a single sentence, which is concise but under-specified. It does not front-load critical details and omits necessary information, making it more under-specified than appropriately concise.

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?

Given the tool has 5 parameters, no output schema, and numerous sibling tools, the description is too brief to be complete. It does not explain return values, how to use parameters effectively, or help in tool selection.

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

Parameters1/5

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

Schema description coverage is only 20% (only 'keyword' has a description). The tool description adds no information about parameters, failing to compensate for the low coverage. Parameters like 'sync', 'device', 'language', 'location' lack any explanation beyond their defaults.

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 'Deep analysis of Search Engine Results Page (SERP) features and competitors', which clearly indicates the verb (analysis) and resource (SERP features/competitors). However, it does not differentiate from sibling tools like agentseo_search or agentseo_serp_volatility, so clarity is good but not exceptional.

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 usage guidelines are provided. The description does not specify when to use this tool versus alternatives, nor does it mention any prerequisites or context for invocation.

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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