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emirhanyenici

SEO Optimizer MCP Server

PageSpeed Insights

pagespeed

Analyze a web page's performance by retrieving Core Web Vitals (LCP, CLS, INP, TTFB, FCP) and identifying the biggest opportunities to improve speed.

Instructions

Google PageSpeed Insights / Lighthouse summary: Core Web Vitals (LCP, CLS, INP, TTFB, FCP) plus the biggest performance opportunities.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesThe page URL to measure
strategyNoDevice strategymobile
Behavior2/5

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

With no annotations, the description should disclose behavioral traits. It only states the output content (metrics and opportunities). No information on whether it runs a live test, caching behavior, authentication needs, or rate limits.

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?

Single sentence efficiently conveys purpose and key details. No unnecessary words, front-loaded with main function.

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?

For a simple tool with two parameters and no output schema, the description covers basic intent. However, it lacks details on return format or how results are structured, which would aid an agent.

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 coverage is 100%, so baseline is 3. The description adds no extra meaning beyond the schema; the schema already describes url and strategy well.

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 provides a PageSpeed Insights/Lighthouse summary including specific Core Web Vitals and performance opportunities. It distinguishes implicitly from siblings (fetch_page, serp) by focusing on performance, but lacks explicit differentiation.

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 on when to use this tool vs siblings. The description only explains output; no context on prerequisites, when not to use, or alternative tools.

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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