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MLB strikeout Elo

invoke_mlb_elo
Read-onlyIdempotent

BankrollSZN MLB Elo on the strikeout track: pitcher ratings and team offense ratings. 1500 is average, and a higher pitcher rating means more strikeouts.

Input Schema

NameRequiredDescriptionDefault
groupNoRating group: pitcher or team_offense.
limitNoMaximum rows to return. The plan limit applies on top.
playerNoPlayer name, for example Aaron Judge.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Adds useful domain context by explaining the 1500 baseline and that higher pitcher ratings mean more strikeouts. However, it does not explain output fields, player-filter behavior, or how team_offense ratings should be interpreted; with annotations already covering read-only/idempotent safety, this is a moderate addition.

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 compact clauses, front-loaded with the resource and track. There is no filler or repetition.

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 exists, and the description does not specify the return shape beyond mentioning ratings or how to combine this with other MLB tools. It is minimally adequate given full schema coverage and read-only annotations, but leaves an agent with gaps about output.

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%, so the enum and parameter docs already carry the detail. The description only echoes the pitcher/team offense concepts without adding syntax, filtering, or limit behavior beyond the schema.

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

Purpose4/5

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

States that the tool returns MLB Elo ratings for pitcher and team offense on the strikeout track. The resource and scope are clear, though it does not explicitly contrast itself with siblings such as projections or splits.

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?

Offers no explicit when-to-use or when-not-to-use guidance, and does not mention alternatives like invoke_mlb_projections or invoke_mlb_pitcher_splits. The only usage-adjacent content is the rating scale explanation.

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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