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LaurMost

App Store MCP Server

by LaurMost

Get App Store screenshots

get_app_store_screenshots
Read-onlyIdempotent

Fetch actual App Store screenshots of any app to analyze visual positioning, onboarding style, and paywall design. Returns up to 8 images for iPhone or iPad from any country store.

Instructions

Fetch an app's App Store screenshots as actual images, so you can analyze visual positioning, onboarding style, and paywall design directly. Returns up to limit screenshots as image content blocks.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax screenshots to return (1-8); each is a full image in context, so keep this small.
deviceNoWhich screenshot set to fetch: 'iphone' or 'ipad'.iphone
countryNoISO 3166-1 alpha-2 storefront code, e.g. 'us', 'de', 'jp'. Defaults to the country in the URL if one was passed, else 'us'.
app_id_or_urlYesNumeric App Store app ID or a full apps.apple.com URL.
Behavior4/5

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

Annotations already indicate read-only, idempotent, and open-world hints. The description adds that it returns up to 'limit' screenshots as image content blocks and mentions each is a full image in context, advising to keep the limit small. This complements the annotations without contradiction.

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 extremely concise—two sentences that front-load the main purpose and include key details about return type and usage advice. No superfluous words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the lack of output schema, the description clarifies that the tool returns image content blocks, but does not specify the format (e.g., base64, URL). It is mostly complete but could be slightly more explicit about the return structure.

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

Parameters4/5

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

Schema description coverage is 100%, so the schema already documents parameters well. The description adds value by explaining the return behavior related to the 'limit' parameter and the purpose of screenshots, enhancing meaning beyond the schema.

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?

The description clearly states the tool fetches an app's App Store screenshots as actual images, and specifies the use case of analyzing visual positioning and design. It is distinct from sibling tools which handle reviews, charts, and text data.

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 description implies usage for visual analysis but does not explicitly contrast with sibling tools or provide guidance on when to avoid using this tool. The decision to use it is left to the agent without further context.

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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