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Mailchimp MCP by usefulapi

Add member

mailchimp_add_member
Destructive

Add a new member (subscriber) to an audience (list). Note: status "pending" triggers a double-opt-in confirmation email. REST: POST /lists/{list_id}/members.

Input Schema

NameRequiredDescriptionDefault
tagsNoArray of tag-name strings to apply to the new member.
statusNoSubscription status (default "subscribed"; "pending" sends a double-opt-in email).
list_idYesThe audience (list) id to add the member to.
merge_fieldsNoMerge-field values, e.g. { FNAME: "Ada", LNAME: "Lovelace" }.
email_addressYesThe member's email address (required).

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

B3.2/5.0
Behavior3/5

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

Annotations provide only destructiveHint=true; the description adds genuine value by disclosing that status "pending" triggers a double-opt-in confirmation email, a non-obvious side effect. However, it says nothing about failure modes (e.g. existing member error), permissions, or what state is created, so the disclosure is partial.

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?

Two short sentences, front-loaded with the core action before the side-effect note. The trailing REST endpoint is marginally redundant against the tool name but harmless and cheap.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 5-parameter mutation with a nested merge_fields object, no output schema, and thin annotations (destructiveHint only), the description is adequate but incomplete: it omits error/duplicate handling and the shape of the created-member response, leaving the agent to infer them.

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 the enum, tags, merge_fields, and required fields are already fully documented in the schema; baseline 3 applies. The description's only parameter-related addition is the pending/double-opt-in note, which duplicates the status field's own schema description.

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 with clarifying synonyms ("Add a new member (subscriber) to an audience (list)"), plus the underlying REST method. It is clear what the tool does, though it does not explicitly distinguish itself from mailchimp_update_member or mailchimp_add_member_tags.

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

Usage Guidelines2/5

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

The description implies creation of a new member but gives no explicit when-to-use guidance, no exclusions (e.g. use update_member for existing records), and no prerequisites such as required audience permissions. The status note is behavioral, not a usage rule.

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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