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DanielTomaro13

sportsdata-mcp

mlb_boxscore

Retrieve complete MLB boxscore including batting and pitching stats for each player, team totals, officials, and top performers for a given game.

Instructions

Full game boxscore — both teams' batting + pitching lines per player, team totals, officials and top performers.

Returns: {teams:{away:{team, teamStats, players:{ID#:{stats:{batting,pitching}, position}}}, home:{...}}, officials, topPerformers}

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
gamePkYes
timecodeNo
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It only describes the return format but omits whether the tool is read-only, what happens on invalid gamePk, or any rate limits. This is insufficient.

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 two sentences: one defining the tool's purpose and one showing the return structure. It is front-loaded and concise, though the return structure could be streamlined.

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?

For a tool with 2 parameters, no output schema, and no annotations, the description provides a detailed return format but lacks parameter semantics and usage context. It is adequate but has clear gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% and the description does not explain the parameters (gamePk, timecode). The agent must guess from parameter names alone, which is inadequate for correct invocation.

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 'Full game boxscore' with explicit detail on what is included (both teams' batting + pitching lines, team totals, officials, top performers). This distinguishes it from sibling tools like mlb_linescore or mlb_live_feed.

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?

The description provides no guidance on when to use this tool versus other MLB tools. It does not specify prerequisites or exclusion criteria, leaving the agent to infer from context.

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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