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Fantasy Football Draft Assistant

Player This Week — Kalshi prop lines

player_outlook
Read-only

One NFL player this week — every Kalshi prop line, the best price across venues, and our probability at each strike. Free. Use for "is a good play this week", " props".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
playerNoPlayer name, full or partial (e.g. "Puka Nacua", "Bijan").
scoringNoScoring format: standard, half_ppr (default), or ppr (full PPR). Overrides a platform preset. Works for Yahoo/ESPN/Sleeper defaults. One of: standard · half_ppr · ppr.
platformNoLeague platform — applies its default scoring, size, roster + best-ball settings (overridable by explicit scoring/teams). Underdog/DraftKings are best ball. One of: yahoo · espn · sleeper · nfl · cbs · fantrax · draftkings · underdog.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / platform
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "enum": [
      +        "yahoo",
      +        "espn",
      +        "sleeper",
      +        "nfl",
      +        "cbs",
      +        "fantrax",
      +        "draftkings",
      +        "underdog"
      +      ],
      +      "type": "string"
      +    }
      +  ],
      +  "description": "League platform — applies its default scoring, size, roster + best-ball settings (overridable by explicit scoring/teams). Underdog/DraftKings are best ball. One of: yahoo · espn · sleeper · nfl · cbs · fantrax · draftkings · underdog."
      +}
    • addedInput schema / properties / player
      Added value: +{
      +  "description": "Player name, full or partial (e.g. \"Puka Nacua\", \"Bijan\").",
      +  "type": "string"
      +}
    • addedInput schema / properties / scoring
      Added value: +{
      +  "anyOf": [
      +    {
      +      "type": "string"
      +    },
      +    {
      +      "enum": [
      +        "standard",
      +        "half_ppr",
      +        "ppr"
      +      ],
      +      "type": "string"
      +    }
      +  ],
      +  "description": "Scoring format: standard, half_ppr (default), or ppr (full PPR). Overrides a platform preset. Works for Yahoo/ESPN/Sleeper defaults. One of: standard · half_ppr · ppr."
      +}
  2. Changed4 schema fields changed
    • removedInput schema / properties / platform
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "enum": [
      -        "yahoo",
      -        "espn",
      -        "sleeper",
      -        "nfl",
      -        "cbs",
      -        "fantrax",
      -        "draftkings",
      -        "underdog"
      -      ],
      -      "type": "string"
      -    }
      -  ],
      -  "description": "League platform — applies its default scoring, size, roster + best-ball settings (overridable by explicit scoring/teams). Underdog/DraftKings are best ball. One of: yahoo · espn · sleeper · nfl · cbs · fantrax · draftkings · underdog."
      -}
    • removedInput schema / properties / player
      Removed value: -{
      -  "description": "Player full name (e.g. \"Bijan Robinson\", \"Jaxon Smith-Njigba\").",
      -  "type": "string"
      -}
    • removedInput schema / properties / scoring
      Removed value: -{
      -  "anyOf": [
      -    {
      -      "type": "string"
      -    },
      -    {
      -      "enum": [
      -        "standard",
      -        "half_ppr",
      -        "ppr"
      -      ],
      -      "type": "string"
      -    }
      -  ],
      -  "description": "Scoring format: standard, half_ppr (default), or ppr (full PPR). Overrides a platform preset. Works for Yahoo/ESPN/Sleeper defaults. One of: standard · half_ppr · ppr."
      -}
    • removedInput schema / required
      Removed value: -[
      -  "player"
      -]
  3. Changed8 schema fields changed
    • addedInput schema / properties / platform / anyOf
      Added value: +[
      +  {
      +    "type": "string"
      +  },
      +  {
      +    "enum": [
      +      "yahoo",
      +      "espn",
      +      "sleeper",
      +      "nfl",
      +      "cbs",
      +      "fantrax",
      +      "draftkings",
      +      "underdog"
      +    ],
      +    "type": "string"
      +  }
      +]
    • changedInput schema / properties / platform / description
      Previous value: -"League platform — applies its default scoring, size, roster + best-ball settings (overridable by explicit scoring/teams). Underdog/DraftKings are best ball."New value: +"League platform — applies its default scoring, size, roster + best-ball settings (overridable by explicit scoring/teams). Underdog/DraftKings are best ball. One of: yahoo · espn · sleeper · nfl · cbs · fantrax · draftkings · underdog."
    • removedInput schema / properties / platform / enum
      Removed value: -[
      -  "yahoo",
      -  "espn",
      -  "sleeper",
      -  "nfl",
      -  "cbs",
      -  "fantrax",
      -  "draftkings",
      -  "underdog"
      -]
    • removedInput schema / properties / platform / type
      Removed value: -"string"
    • addedInput schema / properties / scoring / anyOf
      Added value: +[
      +  {
      +    "type": "string"
      +  },
      +  {
      +    "enum": [
      +      "standard",
      +      "half_ppr",
      +      "ppr"
      +    ],
      +    "type": "string"
      +  }
      +]
    • changedInput schema / properties / scoring / description
      Previous value: -"Scoring format: standard, half_ppr (default), or ppr (full PPR). Overrides a platform preset. Works for Yahoo/ESPN/Sleeper defaults."New value: +"Scoring format: standard, half_ppr (default), or ppr (full PPR). Overrides a platform preset. Works for Yahoo/ESPN/Sleeper defaults. One of: standard · half_ppr · ppr."
    • removedInput schema / properties / scoring / enum
      Removed value: -[
      -  "standard",
      -  "half_ppr",
      -  "ppr"
      -]
    • removedInput schema / properties / scoring / type
      Removed value: -"string"
  4. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  5. First observed

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so safety is covered. The description adds useful context — it is free and aggregates prices across venues plus a model probability — but omits pagination, freshness, or failure behavior.

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?

Two short sentences, front-loaded with the core scope and what the response contains. Slightly informal phrasing but no wasted content.

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?

No output schema exists, so the description carries return-value burden — and it does describe the payload (prop lines, best price across venues, probability at each strike). With 0 required params and full schema coverage, remaining gaps are minor.

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 all three parameters (player, scoring, platform) are already documented in the schema. The description adds no parameter-level syntax or defaults beyond what the schema provides, so baseline 3 applies.

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?

States a specific verb+resource+scope: 'One NFL player this week — every Kalshi prop line, the best price across venues, and our probability at each strike.' An agent can distinguish this from siblings like compare_players or explain_player.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides example queries ('is <player> a good play this week', '<player> props') that imply usage context, but does not name alternatives or state when NOT to use this tool versus explain_player or compare_players.

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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