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damientilman

Mailchimp MCP

search_campaigns

Read-only

Search campaigns by keyword across titles, subject lines, and list names to find campaigns when you don't know the 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.

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
countNo
queryYes
offsetNo
accountNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

The description adds behavioral details beyond the annotations, such as the query length restriction and the structure of the return data. Annotations already indicate read-only, and no contradictions exist. Minor missing detail: pagination behavior is mentioned but not fully elaborated.

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, with a clear introductory sentence, usage guidance, parameter list, and return description. No redundant information.

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?

For a search tool with an output schema present, the description covers input parameters (mostly), output format, usage context, and constraints. It is sufficiently complete for an agent to invoke correctly.

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?

Given the schema has 0% description coverage, the description covers three of four parameters: query (with min length), count (with default and range), and offset (pagination). However, the 'account' parameter is not mentioned, leaving a gap.

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's purpose: 'Search campaigns by keyword across titles, subject lines, and list names.' It also distinguishes itself from the sibling tool list_campaigns, providing clear differentiation.

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?

Explicit guidance is provided: 'Use to find campaigns when you do not know the ID. Use list_campaigns to browse by status or date instead.' Also warns about query length: 'Queries under 3 characters return an error.'

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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