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MLB bullpen form

invoke_mlb_bullpen
Read-onlyIdempotent

Each MLB bullpen over the last 30 days: innings, ERA, FIP, xFIP, WHIP, strikeout and walk rates, home runs per nine, ground ball and hard hit rates.

Input Schema

NameRequiredDescriptionDefault
teamNoTeam abbreviation, for example NYY.
limitNoMaximum rows to return. The plan limit applies on top.
sort_byNoSort field.
sort_dirNoSort direction: desc or asc.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds the useful 30-day rolling window scope, but discloses nothing further about rate limits, the plan limit, or refresh cadence.

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?

A single compact sentence that front-loads the scope and enumerates the metrics without padding. It is efficient, though the metric list borders on a schema dump rather than a purpose statement.

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?

With no output schema, the description usefully enumerates the returned metrics, which is its main value. It nonetheless omits any indication of row granularity, default sort, or how the team filter behaves, leaving the picture only partially complete for a data-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 description coverage is 100% with four well-documented parameters (team, limit, sort_by, sort_dir) and two enums. The description adds no parameter meaning beyond what the schema already provides, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description conveys the resource (MLB bullpens) and a scope (last 30 days) plus the metrics returned, so an agent can infer it retrieves bullpen-form data. However, it uses no verb and offers no differentiation from the many adjacent MLB stat tools (e.g. invoke_mlb_team_splits, invoke_mlb_pitcher_splits), leaving its precise purpose ambiguous.

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 when-to-use guidance, no mention of alternatives among the large MLB sibling set, and no note on prerequisites or the plan-limit interaction hinted at by the schema. The agent must guess when this is preferable to other splits/stats 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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