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Mailchimp MCP by usefulapi

List segments

mailchimp_list_segments
Read-only

List an audience's segments and tags (saved segments include static tags). Paginated. REST: GET /lists/{list_id}/segments.

Input Schema

NameRequiredDescriptionDefault
countNoRecords to return (Mailchimp `count`; default 10, max 1000).
offsetNoNumber of records to skip (Mailchimp `offset`, for pagination).
list_idYesThe audience (list) id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.5/5.0
Behavior3/5

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

The readOnlyHint annotation already establishes this is a safe read, so the bar is lower. The description adds pagination awareness and the static-tags nuance, but says nothing about default page size behavior, ordering, or empty results beyond what the schema states.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three tight sentences with the core purpose front-loaded. The trailing REST endpoint line is mildly redundant but still useful for orientation, and there is no filler.

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?

For a simple read-only list tool with a fully described schema and an existing readOnlyHint annotation, the description covers purpose, pagination, and resource scope adequately. Nothing critical is missing, though return-shape hints are absent.

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?

Schema description coverage is 100%, so count, offset, and list_id are fully documented in the schema. The description adds no syntax or format detail for these parameters, making 3 the appropriate baseline.

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?

States a specific verb (List) and resource (an audience's segments and tags), and the parenthetical clarifies that saved segments include static tags. It is distinguishable from mailchimp_list_member_tags, though it doesn't explicitly name that sibling.

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

Usage Guidelines3/5

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

The description notes it is paginated and gives the REST endpoint, which implies a scenario for use, but it offers no explicit when-to-use or when-not-to-use guidance versus the related tag-listing siblings.

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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