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sourknives

Sleeper MCP Server

by sourknives

League Users

get_league_users
Read-only

Retrieve all users and participants from a Sleeper fantasy football league using its ID.

Instructions

Get all users/participants in a league.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
league_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations provide readOnlyHint and openWorldHint, so the description adds little beyond confirming the tool returns 'all users/participants'. No contradictions, but no additional behavioral details (e.g., ordering, pagination).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

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

The description is extremely short (one sentence), which makes it concise, but lacks structure such as separating purpose from usage notes. It earns its place but could be more informative.

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?

Given the output schema exists and the tool is simple with one parameter, the description is minimally adequate. However, it misses opportunities to differentiate from sibling tools or provide parameter context.

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?

The input schema has 0% description coverage and the tool description does not clarify the required league_id parameter (e.g., format or source). The agent must infer meaning solely from the parameter name.

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 states the verb 'Get' and resource 'all users/participants in a league', but does not explicitly differentiate from sibling tools like get_league_rosters, which serves a different purpose.

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?

No guidance is provided on when to use this tool vs alternatives (e.g., get_league_info or get_league_rosters). The agent receives no context about selection criteria or exclusions.

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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