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Pylon SEO

Get market analysis

get_market_analysis
Read-onlyIdempotent

Market analysis overview for a site: tracked keyword demand aggregates, competitive concentration and provenance chips.

Input Schema

NameRequiredDescriptionDefault
site_idYesUUID of the site

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered. The description adds a little by sketching the returned content categories (demand aggregates, concentration, provenance chips), but with no output schema present it stops short of describing structure, granularity, or time windows. Adds some value beyond annotations but not rich behavioral context.

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

Conciseness4/5

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

A single front-loaded sentence that names the resource first and the payload second, with no filler. It is efficient, though the trailing enumerated clause is dense and slightly opaque ('provenance chips'), which costs a point.

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?

With one simple required param and full annotation coverage, the interface side is adequately covered. However, there is no output schema, so the description nominally carries the burden of explaining returns and it only gestures at them via three vague noun phrases, leaving the agent without a concrete sense of shape or scope.

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?

Only one parameter (site_id) and schema description coverage is 100%, so the schema fully documents it. The description adds no syntax, format, or scoping detail about site_id beyond what the schema provides, which is the expected baseline when the schema does the work.

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?

States a clear resource (market analysis overview for a site) and enumerates what it contains: tracked keyword demand aggregates, competitive concentration, and provenance chips. It's distinguishable from generic siblings like get_site, but it doesn't explicitly separate itself from near-neighbors such as get_competitors or get_keyword_gaps, so sibling differentiation is only implicit.

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 when-to-use guidance, no prerequisites, and no mention of alternatives. An agent cannot infer from the text whether to call this versus get_competitors or get_keyword_gaps for competitive or demand data.

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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