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damientilman

Mailchimp MCP

search_campaigns

Search campaigns by keyword across titles, subject lines, and list names to find them without needing the campaign ID.

Instructions

Search campaigns by keyword across titles, subject lines, and list names.

Use to find campaigns when you do not know the ID. Use list_campaigns to browse by status or date instead. Queries under 3 characters return an error.

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

Args: query: Search string (minimum 3 characters). Matches against campaign titles, subject lines, and list names. count: Number of results to return (1-1000, default 20). offset: Pagination offset. Use when total_items exceeds count.

Returns: JSON with total_items and results array. Each result: campaign object with id, type, status, title, subject_line, send_time, emails_sent.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
countNo
offsetNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations, description carries full burden. Discloses authentication, concurrency limit, read-only nature, and safe-to-retry. Could add more on error handling.

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: one-line summary, usage guidance, auth/behavior, then parameter and return details. No fluff.

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?

Covers purpose, usage, parameters, return format, and behavioral traits. Missing examples or error handling, but otherwise complete for a search tool.

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?

Schema coverage 0%, but description fully documents each parameter: query min 3 characters, count range 1-1000, offset for pagination.

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 'Search campaigns by keyword across titles, subject lines, and list names.' Differentiates from sibling 'list_campaigns' by specifying use case.

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 'Use to find campaigns when you do not know the ID. Use list_campaigns to browse by status or date instead.' Also mentions query length restriction.

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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