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lacausecrypto

Sports Hub MCP Server

mlb: Get league leaders

mlb_get_league_leaders
Read-onlyIdempotent

Retrieve MLB league leaders for stat categories such as home runs, batting average, ERA, and strikeouts by specifying season and sport ID.

Instructions

Get league stat leaders for categories like home runs, batting average, ERA, strikeouts, etc.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
seasonNoSeason year (e.g. 2024)
sportIdNoSport ID (1=MLB)
leaderCategoriesYesStat category: "homeRuns", "battingAverage", "earnedRunAverage", "strikeouts", "wins", "saves", "stolenBases", etc.
Behavior2/5

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

Annotations already indicate readOnly=true, idempotent=true. Description adds only that it fetches stat leaders, no behavioral details like pagination, result limit, or error conditions.

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?

Single sentence, no redundant words. Could be slightly more structured but effectively conveys purpose.

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?

No output schema, so description should hint at return format but doesn't. However, tool is simple and parameters are well-documented in schema. Adequate for basic use.

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?

All three parameters have descriptions in the schema (100% coverage). Description lists example categories, which is already in leaderCategories description. No additional meaning provided beyond schema.

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?

Description clearly states the tool gets league stat leaders for multiple categories, with specific examples. It distinguishes from sibling tools like mlb_get_player or mlb_get_standings.

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 on when to use this tool versus alternatives (e.g., mlb_get_player_stats for individual stats). No exclusions or prerequisites mentioned.

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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