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sourknives

Sleeper MCP Server

by sourknives

User Leagues

get_user_leagues
Read-only

Retrieve all NFL leagues for a given Sleeper username. Optionally specify a season.

Instructions

Get all NFL leagues for a Sleeper username. Defaults to the current season.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
seasonNo
usernameYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already declare readOnlyHint=true, so the description's mention of 'Get' is consistent. It adds the default season behavior, which is useful, but does not disclose other traits like error handling or pagination. No contradictions.

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 two concise sentences, front-loading the key action and default behavior. Every word adds value with no redundancy.

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 list tool with an output schema, the description covers the essential: what it retrieves and the default season. It is adequate but could mention error scenarios or result format.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage, the description should compensate by detailing parameters. It only mentions 'username' and 'season' implicitly and notes the default, but provides no format or constraints, leaving ambiguity.

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 clearly states the verb ('Get'), the resource ('all NFL leagues'), and the scope ('for a Sleeper username'). It also adds the default behavior for season. This distinguishes it from sibling tools that focus on specific leagues or details.

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 implies usage by specifying the required username and default season, but does not explicitly state when to use this tool versus alternatives like get_league_info. It lacks explicit when/when-not guidance.

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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