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bypixels

SEO MCP PRO

by bypixels

dashboard_overview

Generate a unified site health and SEO audit report by analyzing a URL, with output as formatted markdown.

Instructions

Generates a unified dashboard overview combining site health and SEO audit data with formatted markdown output

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesURL to analyze

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  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?

With no annotations provided, the description carries the full burden of behavioral disclosure. It does reveal that output is formatted markdown, which is useful, but it does not disclose whether the tool performs live checks, what data sources it aggregates, any authentication requirements, or failure behavior. For a tool combining multiple data categories, this lack of behavioral context is a notable gap.

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 one efficient sentence with no filler words. It front-loads the primary action and outcome, then adds the markdown format detail that is relevant for an agent choosing and invoking the tool.

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?

There is no output schema, so the description should clarify what the returned markdown contains, but it only vaguely references 'site health' and 'SEO audit data'. An agent cannot predict the structure, length, or key sections of the output, nor whether multiple network calls or specific permissions are needed. For a tool that aggregates diverse data, this is insufficient context.

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?

The input schema has 100% description coverage and the single parameter 'url' is already described as 'URL to analyze'. The tool description adds no additional meaning about how the URL is used or validated beyond schema information. Baseline 3 is appropriate since the schema fully documents the parameter.

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 specifies a clear action ('Generates') and resource ('unified dashboard overview') while indicating it combines site health and SEO audit data into markdown output. This distinguishes it from the many single-purpose sibling tools like seo_meta_analyze or monitor_check_uptime. It could be more precise about what 'site health' encompasses, but the core purpose is understandable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrasing implies this tool is for getting a consolidated overview rather than individual metric details, but it does not explicitly state when to use it versus calling monitor_* or seo_* tools directly. No alternatives are named and no exclusion criteria are given. The usage context is only implied, not explicitly guided.

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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