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joshuarichard

StatsPlus MCP Server

get_players

Retrieve player rosters filtered by team ID for a single team or by MLB organization ID to get all players in an organization.

Instructions

Retrieve the player roster. Optionally filter by team_id to get a single team's players.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
team_idNoTeam ID to filter by
org_idNoMLB org team ID — returns all players in the org (MLB roster + all affiliates) by filtering on Parent Team ID
Behavior3/5

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

With no annotations, the description carries the full burden. The verb 'Retrieve' implies a read-only operation, but no additional behavioral details (e.g., rate limits, auth, error handling) are provided. 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 a single concise sentence, front-loaded with the main purpose, and contains no unnecessary words.

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?

The description explains the tool's basic function and optional filtering, but lacks details about the output structure (e.g., what fields are returned) or any edge cases. Adequate for a simple retrieval tool.

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% with descriptions for both parameters. The description adds minimal value beyond the schema by restating the filtering option. Baseline score of 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?

The description clearly states the action ('Retrieve') and the resource ('player roster'), with optional filtering. It distinguishes from sibling tools like 'find_player' which is for specific players.

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?

The description mentions optional filtering by team_id, implying default behavior (all players). It provides some guidance when to use the filter, but does not explicitly state when not to use or alternative tools.

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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