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MailerLite MCP by usefulapi

List automations

mailerlite_list_automations
Read-only

List automations (workflows), optionally filtered by enabled state. Page-paginated. MailerLite API: GET /automations.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (page-based pagination).
limitNoMax automations per page (default 25).
filter_enabledNoFilter by enabled state (→ filter[enabled]).

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

A3.6/5.0
Behavior3/5

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

The readOnlyHint annotation already communicates this is a safe read operation. The description adds useful context that results are page-paginated and the underlying API endpoint, but doesn't describe return format, pagination limits, or behavior when no results exist.

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?

Three short, front-loaded sentences with zero waste. The purpose, optional filter, pagination, and API mapping are all communicated efficiently.

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 read-only list tool with full schema coverage and a readOnlyHint annotation, the description is nearly complete. It could mention the response structure or pagination metadata, but the core calling information is present.

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 coverage is 100%, so the schema already documents all three parameters thoroughly, including defaults and the filter mapping. The description adds only a brief mention of optional enabled-state filtering, not meaningfully beyond what the schema provides.

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?

The description states a specific verb and resource ('List automations (workflows)') and clarifies terminology by equating automations with workflows. It doesn't explicitly differentiate from siblings like list_campaigns or list_segments, but the resource name is distinctive enough.

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 mentions an optional enabled-state filter, which implies a usage scenario, but provides no explicit when-to-use or when-not-to-use guidance versus sibling list tools. Usage is inferred rather than stated.

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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