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Dev Vegasinsider

dev_vegasinsider
Read-only

Betting lines from VegasInsider's odds screens (NFL, NBA, MLB, NHL, WNBA, college football/basketball): every listed game with VI event ID, start time, teams with rotation numbers and, per market (spread, total or moneyline), the opening line, each US sportsbook's line and price (bet365, BetMGM, DraftKings, Caesars, FanDuel, Hard Rock, Fanatics, BetRivers) and VI's consensus. American odds; 'even' is +100. Price: $0.002 in USDC per successful call, paid with x402 (Base, Solana or Arc); failed calls are not charged.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
teamNoOnly games with this team abbreviation, e.g. NE
limitNoGames, 1 to 50 (default 20)
leagueYesnfl, nba, mlb, nhl, ncaaf, ncaab, wnba
marketNospread (default), total or moneyline

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already cover read-only and open-world, but the description adds real behavioral context: it is a paid call at $0.002 USDC via x402 on Base/Solana/Arc, and failed calls are not charged — critical for an agent deciding whether to invoke. It also discloses odds conventions ('even' = +100). It stops short of rate limits, latency, or staleness/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?

Effectively a single dense sentence plus a short pricing/format sentence. The data scope is front-loaded, though the mid-sentence book enumeration and field list make it heavier than needed; every element is nonetheless substantive.

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?

With an output schema present, the description needn't explain returns, yet it still summarizes the payload (event ID, teams/rotations, opening line, per-book lines, consensus) and covers the payment/pricing model an agent must know before calling. Only lifecycle details (freshness, rate limits) are absent.

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 baseline is 3; the description corroborates the market enum (spread, total or moneyline) and the odds format but adds no syntax or defaults beyond the schema. The team abbreviation and limit semantics live entirely in the schema.

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 ('Betting lines from VegasInsider's odds screens') and enumerates scope precisely: leagues covered, per-game fields (VI event ID, start time, rotation numbers), per-market fields (opening line, book-by-book line/price, consensus) and the books listed. An agent can immediately tell this apart from siblings like dev_pinnacle_odds or dev_the_odds_api_sports.

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?

Usage is only implied by the domain (you want VI-sourced odds with many US books). There is no explicit when-to-use guidance, no mention of when to prefer siblings such as dev_pinnacle_odds, dev_the_odds_api_sports or dev_fanduel, and no stated prerequisites beyond the payment mechanism.

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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