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damientilman

Mailchimp MCP

list_store_product_images

Read-only

List images attached to a product in your e-commerce store. Review image URLs and variant associations to prepare for adding or updating product images.

Instructions

List the images attached to a product in an e-commerce store.

Use to review the image URLs and variant associations for a product before adding or updating them. Manual commerce writes suit custom/headless stores; Shopify and WooCommerce integrations sync product images automatically.

Args: store_id: E-commerce store ID. Obtain from list_ecommerce_stores. product_id: Product ID whose images to list. Obtain from list_store_products. count: Number of images to return (max 1000). Defaults to 10. offset: Number of images to skip for pagination. Defaults to 0.

Returns: JSON with images (array of {id, url, variant_ids}), total_items.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNo
offsetNo
accountNo
store_idYes
product_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already confirm read-only and non-destructive behavior. The description adds behavioral context: it returns JSON with image array and total_items, and explains pagination via count and offset defaults. No contradictions.

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 concise and well-structured: purpose stated first, followed by usage guidance, then parameter explanations. Every sentence adds value with no unnecessary words.

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

Completeness5/5

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

Given the tool's moderate complexity, presence of output schema (implied by return description), and sufficient annotations, the description covers purpose, parameters, usage context, and return format completely. No gaps remain for effective use.

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

Parameters5/5

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

With 0% schema description coverage, the description fully compensates by explaining each parameter's purpose, including how to obtain store_id and product_id from other tools, and specifying count limit and defaults. This adds significant meaning beyond the bare schema.

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 it lists images attached to a product, using specific verb+resource. It provides context for use before adding/updating images. However, it does not explicitly differentiate from sibling tool get_store_product_image, which retrieves a single image; the distinction is implied but not stated.

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

Usage Guidelines4/5

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

The description advises using this tool to review images before add/update operations and notes that Shopify/WooCommerce integrations handle syncing automatically, guiding when to use manual listing. It lacks explicit when-not-to-use guidance but provides sufficient 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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