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flash-props-api

One prop's evidence: book line, Flash line, gap, form, splits, movement

get_prop_evidence
Read-onlyIdempotent

Assemble the whole story of a single prop in one call. Read-only. No side effects. Requires an API key and is tier-shaped exactly like REST: Free gets the book/Flash/gap teaser, Builder adds recent form + Confidence summary + movement delta + teaser splits, and Pro gets the full evidence stack including movement series and deep splits. Paywall metadata says exactly which fields are withheld. No picks, no advice. Available when the sport has a registered Flash provider; otherwise returns found:false with a reason, never fake data. When to use: explain one prop end-to-end. When not to use: scan_props for broad discovery or get_player_context for a player overview.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
statYesStat key. Call get_market_metadata for the vocabulary.
eventNoOptional event id to disambiguate multi-game slates.
sportNoSport id. Use list_sports/get_market_metadata to discover whether the sport + market is modeled. Defaults to cod.
playerYesPlayer name or gamertag (exact normalized match preferred, contains-match fallback).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changed
    • changedInput schema / properties / event / description
      Previous value: -"Optional event id (ud-...) to disambiguate multi-game slates."New value: +"Optional event id to disambiguate multi-game slates."
    • changedInput schema / properties / player / description
      Previous value: -"Player gamertag, e.g. \"Dashy\" (exact normalized match preferred, contains-match fallback)."New value: +"Player name or gamertag (exact normalized match preferred, contains-match fallback)."
    • changedInput schema / properties / sport / description
      Previous value: -"Sport id. Sports with a Flash pack (cod, mlb today) return full evidence; others found:false with a reason. Defaults to cod."New value: +"Sport id. Use list_sports/get_market_metadata to discover whether the sport + market is modeled. Defaults to cod."
    • changedInput schema / properties / stat / description
      Previous value: -"Stat key, e.g. \"kills_on_game_1\". Call get_market_metadata for the vocabulary."New value: +"Stat key. Call get_market_metadata for the vocabulary."
  2. Changed1 schema field changed
    • changedInput schema / properties / player / description
      Previous value: -"Player gamertag, e.g. \"Dashy\" (case-insensitive contains match)."New value: +"Player gamertag, e.g. \"Dashy\" (exact normalized match preferred, contains-match fallback)."
  3. Changed1 schema field changed
    • changedInput schema / properties / player / description
      Previous value: -"Player gamertag, e.g. \"Dashy\" (exact normalized match preferred, contains-match fallback)."New value: +"Player gamertag, e.g. \"Dashy\" (case-insensitive contains match)."
  4. Changed1 schema field changed
    • changedInput schema / properties / player / description
      Previous value: -"Player gamertag, e.g. \"Dashy\" (case-insensitive contains match)."New value: +"Player gamertag, e.g. \"Dashy\" (exact normalized match preferred, contains-match fallback)."
  5. Changed1 schema field changed
    • changedInput schema / properties / sport / description
      Previous value: -"Sport id. Only 'cod' has evidence today; defaults to cod."New value: +"Sport id. Sports with a Flash pack (cod, mlb today) return full evidence; others found:false with a reason. Defaults to cod."
  6. Added

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds rich behavioral context beyond annotations: tier-shaped response (Free/Builder/Pro), paywall metadata indicating withheld fields, 'no picks, no advice', and the found:false-with-reason behavior when no Flash provider exists. No contradiction with annotations.

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 a bit longer than necessary but every sentence earns its place: purpose, behavioral tiering, availability, missing-data behavior, and explicit usage guidance. It is front-loaded with the core purpose and ends with when-to/not-to-use. Minor redundancy exists ('Read-only. No side effects.' repeats annotations), but it does not detract significantly.

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

Completeness5/5

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

Given four parameters, no output schema, and annotations covering safety, this description covers everything an agent needs to decide whether and how to call: purpose, tier behavior, provider availability, missing-data behavior, and sibling differentiation. The paywall metadata note signals output shape despite the lack of an output schema. Nothing critical is missing.

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 coverage is 100%, so all four parameters already have descriptive entries in the input schema. The description does not add parameter-level semantics beyond what the schema provides; it focuses on tool-level behavior and tiering. Baseline 3 is appropriate because the schema does the heavy lifting.

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: 'Assemble the whole story of a single prop in one call.' The title lists the exact contents (book line, Flash line, gap, form, splits, movement), and the 'When not to use' line explicitly distinguishes it from scan_props and get_player_context. An agent can clearly tell what this tool does and what it does not cover.

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

Usage Guidelines5/5

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

Provides explicit 'When to use: explain one prop end-to-end' and 'When not to use: scan_props for broad discovery or get_player_context for a player overview.' It also gives an availability condition (registered Flash provider) that should determine whether the tool can be used, which is exactly the kind of routing guidance an agent needs.

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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