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ruslanlap

PageSpeed Insights MCP Server

by ruslanlap

get_visual_analysis

Capture screenshots and filmstrip frames showing how a webpage loads visually, enabling performance analysis.

Instructions

Get screenshots and visual timeline showing how the page loads (final screenshot, filmstrip frames, full-page screenshot)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesThe URL to analyze
strategyNoAnalysis strategymobile
Behavior3/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It describes the output but does not mention side effects, rate limits, or authentication needs. As a simple read tool, this is adequate but not informative beyond obvious behavior.

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?

The description is a single concise sentence that lists the key outputs front-loaded. It avoids unnecessary words, though it could be restructured to improve scannability without adding length.

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?

The description explains the tool's return types, which is essential since there is no output schema. However, it lacks details on how these outputs are formatted or limitations (e.g., only works for mobile/desktop). For a tool with many siblings, more context would help the agent decide when to use it.

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%, with clear descriptions for both parameters (url and strategy). The description adds no extra meaning beyond what the schema already provides, so 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?

Description clearly states the tool produces screenshots and a visual timeline of page loading, specifying three output types: final screenshot, filmstrip frames, full-page screenshot. This verb-resource combination is distinct from sibling tools like analyze_page_speed or get_element_analysis.

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 versus alternatives. For example, when to prefer this over analyze_page_speed or get_performance_summary is not mentioned. The description only lists outputs, leaving the agent to infer use cases.

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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