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Skool by Cotlet

Discover groups

discover_groups
Read-onlyIdempotent

Search Skool's public directory of communities, with members, price and rating.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNoWords to look for. Left out: the top groups.
cursorNoNext page cursor from the previous call.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint and destructiveHint=false, so the safety profile is covered. The description adds useful context about what comes back (members, price, rating), but says nothing about result volume, ranking, or how many results a page returns despite the cursor parameter implying paging.

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?

A single front-loaded sentence with no filler; the trailing clause about result fields earns its place by telling the agent what it will get back.

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 simple read-only, no-required-param tool with full annotation coverage, the definition is nearly sufficient. The only meaningful gap is the absence of any routing hint versus list_groups and search_group, which matters in a sibling set of this size.

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% and both parameters are self-documented, including the behavior of omitting 'query' (top groups). The description adds nothing beyond the schema, which is the expected baseline when the schema does the work.

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 ('Search') and resource ('Skool's public directory of communities'), and adds what each result carries (members, price, rating). It implicitly differentiates from list_groups/search_group by being a directory search of external communities, but never names those siblings 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: an agent can infer this is for discovering new communities rather than managing the groups it belongs to. No when-to-use condition, no exclusions, and no mention of list_groups or search_group as alternatives, so the agent must reason about the routing itself.

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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