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bealmot

sleeper-mcp

by bealmot

standings

Fetch Sleeper fantasy football league rankings with points for and against by league ID to compare team performance.

Instructions

League standings with points for and against.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
league_id_No

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It does not state that this is a read-only operation, whether authentication is required, or how league scope affects results. Only the returned content is hinted at, with no operational traits.

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 a single front-loaded sentence with zero waste. It is appropriately sized for a simple retrieval tool, though it may be too terse to fully orient the agent.

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

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the unannotated tool and a 0%-documented parameter, the description omits critical context: it does not explain what the optional league_id_ does or when to supply it. The output schema covers return values, but operational and parameter details are missing.

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 one parameter (league_id_) with 0% description coverage, and the description never mentions it. The parameter name and title loosely imply a league identifier, but the description adds no syntax, format, or behavior for the parameter.

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 names a specific resource ('League standings') and adds content detail ('points for and against'), so an agent knows what data comes back. It lacks an explicit verb and does not distinguish itself from siblings like league_info, but the purpose is clear.

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?

There is no guidance on when to use this tool versus alternatives such as league_info or matchup. The description is a noun phrase with no context, exclusions, or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.