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mailchimp

Search members

mailchimp_search_members
Read-only

Search for members across the account (or one audience) by email, name or other fields. Returns exact + full-text matches. REST: GET /search-members.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesThe search query (email, name, etc.).
list_idNoRestrict the search to this audience (list) id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

The readOnlyHint annotation already signals a safe read operation, and the description adds behavioral context by stating 'Returns exact + full-text matches' and clarifying the search scope. It does not contradict annotations and offers useful extra information about match behavior, going beyond what annotations provide.

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, with three short sentences that each add key information: purpose, match behavior, and REST endpoint. No fluff or repetition, and it is front-loaded with the primary action.

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?

Although no output schema exists, the description gives a hint about return behavior ('Returns exact + full-text matches'), implying a list of matching members. For a simple search tool with well-documented parameters and annotations, this is adequate, but a more explicit description of the return structure would elevate it to a 5.

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 coverage is 100% with both parameters described. The description adds value by specifying what the query can contain ('email, name or other fields') and clarifying that list_id restricts to 'one audience'. This enriches the schema descriptions, earning a 4.

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 a specific verb ('Search') and resource ('members'), with scope ('across the account or one audience') and searchable fields ('email, name or other fields'). This distinguishes it from sibling tools like mailchimp_list_members (listing all) and mailchimp_get_member (fetching by ID).

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 implies when to use: searching members by arbitrary fields across the entire account or a specific audience. It does not explicitly name alternatives or exclusions, but the context of searching by email/name/other fields clearly differentiates it from listing or getting members. The lack of explicit alternative naming prevents a 5.

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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