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damientilman

Mailchimp MCP

list_files

Read-only

List images and files stored in the Mailchimp File Manager. Retrieve file IDs and hosted URLs for embedding in campaigns or templates.

Instructions

List images and files stored in the account's File Manager.

Use to discover file_id and hosted URLs for embedding images in campaign or template content. Use get_file for one file's full metadata, upload_file to add a new one, and list_file_folders to browse the folder structure.

Authenticated via API key. Max 10 concurrent requests. Read-only, safe to retry.

Args: count: Files to return (1-1000, default 10). offset: Pagination offset. Use when total_items exceeds count. type: Optional media type filter. Either 'image' or 'file' (non-image). Omit for all. account: Optional account name (e.g. 'marketing') configured via MAILCHIMP_API_KEY_. Omit to use the default account. See list_accounts.

Returns: JSON with total_items and files array. Each file: id (use as file_id), name, type ('image' or 'file'), full_size_url (hosted URL for embedding), thumbnail_url, size (bytes), width, height, folder_id, created_at, created_by.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNo
countNo
offsetNo
accountNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Discloses read-only nature and safe retry, which aligns with annotations. Adds authentication method and max 10 concurrent requests, providing additional context beyond annotations.

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?

Well-structured with distinct sections: purpose, usage guidance, authentication, arguments, return value. Every sentence is informative and necessary.

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 4 parameters and an output schema, the description covers all relevant aspects: parameter details, return structure, authentication, and rate limits. No gaps.

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?

Despite 0% schema coverage, the description thoroughly explains each parameter with ranges, defaults, examples, and cross-references. This fully compensates for the schema's lack of descriptions.

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?

Clearly states 'List images and files stored in the account's File Manager', using a specific verb and resource. Distinguishes from siblings by mentioning get_file, upload_file, and list_file_folders.

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

Usage Guidelines5/5

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

Explicitly says when to use: 'discover file_id and hosted URLs for embedding images in campaign or template content'. Also provides explicit alternatives for related tasks.

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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