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Skool by Cotlet

List levels

list_levels
Read-onlyIdempotent

The group's 9 levels with their custom titles and how many members reached each.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
groupYesGroup URL name, e.g. 'yourgroup' for skool.com/yourgroup.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

The annotations already declare this as a read-only, idempotent, non-destructive, closed-world operation. The description adds useful context by stating that it returns exactly the group’s 9 levels, including custom titles and member counts, which helps the agent understand the response shape even without an 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.

Conciseness5/5

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

The description is a single, efficient sentence that front-loads the returned content. Every part of the sentence contributes useful information without redundancy.

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

Completeness5/5

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, the definition is complete enough: annotations cover safety behavior, the schema fully documents the required group parameter, and the description explains the returned data. No output schema exists, but the description adequately describes the response contents.

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%, and the single required group parameter is fully documented in the schema. The description does not add any parameter-specific detail beyond what the schema already provides, which is appropriate for a one-parameter tool.

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 clearly identifies the resource (a group’s levels) and the returned fields (custom titles and member counts). It is specific about what is listed, but it does not explicitly name a sibling tool or state how it differs from related tools like rename_level or get_leaderboard.

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 provides no explicit guidance on when to use this tool versus alternatives. It implies usage by describing the resource, but it does not mention prerequisites, exclusions, or related tools.

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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