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MailerLite MCP by usefulapi

Assign subscriber to group

mailerlite_assign_subscriber_to_group
Destructive

Adds a subscriber to a group (additive membership). MailerLite API: POST /subscribers/{subscriber_id}/groups/{group_id}.

Input Schema

NameRequiredDescriptionDefault
group_idYesGroup id.
subscriber_idYesSubscriber 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

A3.9/5.0
Behavior4/5

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

The annotation supplies destructiveHint=true, so the safety profile is partly covered. The description adds genuinely new context beyond the annotation: '(additive membership)' tells the agent existing group memberships are not removed, which sharpens the picture against a blanket destructive hint, and the POST endpoint is disclosed. It still omits idempotency (what happens if the subscriber is already in the group), auth requirements, and side effects such as notifications.

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?

Two short clauses with the mutation semantics front-loaded before the API detail. Every phrase earns its place and there is no filler.

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 two-parameter mutation with no output schema and only a destructiveHint annotation, the description covers purpose and additive semantics adequately but leaves idempotency, error behavior for invalid ids, and permission requirements unstated. It is workable but not complete.

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 both subscriber_id and group_id are already documented in the schema. The endpoint template restates their roles in path order but adds no format, prefix, or validation detail beyond what the schema provides, so the baseline of 3 applies.

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 names a specific verb and resource ('Adds a subscriber to a group'), which unambiguously separates it from the read-only siblings like mailerlite_list_group_subscribers or mailerlite_get_subscriber. The MailerLite endpoint template confirms exactly which resource pair is mutated.

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?

There is no explicit when-to-use or when-not-to-use statement, and no named alternative (e.g., mailerlite_upsert_subscriber, which can also carry group membership). The parenthetical 'additive membership' hints at the intended semantics but usage conditions must be inferred.

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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