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Player research

player_research
Read-onlyIdempotent

A player's recent game logs, today's prop lines across books with hit rates, injury status, next game context and the model's picks on that player.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "playerId": "<playerId>"
    },
    "name": "player_research"
  }
}

Input Schema

NameRequiredDescriptionDefault
playerIdYesPlayer id from search_players.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true, and openWorldHint=false, covering the safety profile. The description adds valuable context by specifying the types of data returned (game logs, prop lines, injury status, etc.), which helps the agent understand what to expect beyond the annotations. It does not detail limitations or rate limits, but given the annotation coverage, this is a substantive 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?

The description is a single, dense sentence that front-loads the key data categories with no wasted words. Every phrase contributes to describing the returned information, making it appropriately sized for a simple research tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with one required parameter and no output schema, the description adequately lists the returned data types, compensating for the lack of an output schema. It could specify output format or aggregation details, but given the annotations and schema completeness, it provides enough context for an agent to call it correctly.

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 the single playerId parameter fully documented as 'Player id from search_players.' The description does not mention the parameter at all, so it adds no meaning beyond the schema. Baseline 3 is appropriate when the schema carries the full burden.

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?

The description lists specific data the tool provides: recent game logs, prop lines with hit rates, injury status, next game context, and model picks. This distinguishes it from sibling tools like daily_board or games, which likely cover broader or different scopes, though it does not explicitly name alternatives. The purpose is clear but lacks a direct action verb.

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 explicit guidance on when to use this tool versus alternatives. The description does not mention sibling tools like search_players (which is referenced only in the parameter schema) or daily_board, leaving the agent to infer the appropriate context. No exclusions or prerequisites are stated.

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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