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Mailchimp MCP by usefulapi

Get audience (list)

mailchimp_get_audience
Read-only

Get a single audience (list) by id, including subscriber stats, default from-name/email and settings. REST: GET /lists/{list_id}.

Input Schema

NameRequiredDescriptionDefault
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

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds genuine value beyond that by disclosing what the payload contains (subscriber stats, default from-name/email, settings) and mapping to the REST endpoint, which helps an agent anticipate the response for a tool with no output schema.

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?

One front-loaded sentence covering purpose and return contents, plus a short REST mapping. Both are tight with no filler; the REST line is marginally redundant but still useful routing context.

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 one-parameter read-only getter with readOnlyHint set and no output schema, the description supplies everything needed to invoke it and previews the returned fields. Missing only edge-case behavior (invalid id, auth requirements).

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?

Single parameter with 100% schema description coverage ('The audience (list) id.'), so the schema carries the semantics. The description only restates 'by id' without adding format, sourcing, or fallback details, matching the baseline for high-coverage schemas.

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 and resource ('Get a single audience (list) by id') and even enumerates the returned content (subscriber stats, from-name/email, settings). The word 'single' implicitly separates it from mailchimp_list_audiences, though it never names that sibling explicitly.

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?

Usage is only implied: fetch one list when you have its id. There is no explicit when-to-use statement, no mention of mailchimp_list_audiences as the alternative for enumerating lists, and no preconditions or error guidance.

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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