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lacausecrypto

Sports Hub MCP Server

sleeper: Search players

sleeper_search_players
Read-onlyIdempotent

Search the Sleeper NFL player database by name, team, or position. Retrieve injury status and depth-chart order.

Instructions

Search the Sleeper NFL player database by name (and optionally team/position). Returns slim records with injury status, depth-chart order, team and position. The full player set is cached for 24h.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
teamNoFilter by team abbreviation (e.g. KC, BUF)
limitNoMax results (default 25)
queryYesName (full or partial), case-insensitive
positionNoFilter by position (e.g. QB, RB, WR, TE)
Behavior4/5

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

Annotations already declare readOnly, openWorld, and idempotent hints. Description adds valuable context: cache duration (24h) and return fields (injury status, depth-chart order, team, position). 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?

Two concise sentences: first states purpose and filters, second describes return fields and caching. No wasted words, front-loaded with key action.

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?

Covers search scope, optional filters, return fields, and cache behavior. No mention of default limit or pagination details, but these are minimally impactful for this tool type.

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%, so parameters are well-documented. The description restates the search filters but does not add new semantics beyond what the schema provides. Baseline 3 is appropriate.

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?

Clearly states 'search the Sleeper NFL player database by name' with optional team/position filters. Distinguishes from sibling tools by specifying the data source (Sleeper) and sport (NFL).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implicit usage context is clear from the tool name and description (Sleeper NFL search), but no explicit guidance on when to use vs alternative player search tools like mlb_search_players or sportsdb_search_players.

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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