Flash Props API + MCP

Flash Props API is a player-props API and MCP server by Flash AI Solutions for posted lines, Flash projections, evidence, context, and line movement across sports and esports.

This repository is the public connector and metadata surface for the hosted Flash Props API and MCP service. There is no proprietary Flash Props backend server to install from this repository. Point your client at the hosted endpoint and authenticate with a Flash Props API key for board data.

Canonical Flash Props links

Website: https://api.flashodds.live/
Documentation: https://api.flashodds.live/docs
OpenAPI: https://api.flashodds.live/openapi.json
MCP endpoint: https://api.flashodds.live/mcp
Free API key: https://api.flashodds.live/billing/free
Publisher: https://www.flashaisolutions.org

Connect

Streamable HTTP endpoint:

https://api.flashodds.live/mcp

Send your API key in the Authorization header:

Authorization: Bearer <your_api_key>

Anonymous access works for capability discovery (list_sports, get_market_metadata) so a client can inspect current coverage on first run. Retrieving board data requires at least a free key. Get one at https://api.flashodds.live/.

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "flash-props": {
      "type": "streamable-http",
      "url": "https://api.flashodds.live/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Tools

Tool	What it returns	Access
`list_sports`	Every sport with live status + projection/context capability	Anonymous
`get_market_metadata`	Market labels, families, scope, and projectability	Anonymous
`list_games`	Today's games with props for a sport	Free+
`get_game_props`	All player props for one game	Free+
`scan_props`	Market-wide prop scan across the slate	Free+; row cap by tier
`find_game`	Resolve team names to an event id	Free+
`find_player_props`	Every active prop for one player	Free+
`get_player_context`	Season baselines, recent form, and deep context	Free/Starter basic; Pro deep
`get_prop_evidence`	Book line, Flash line, gap, form, confidence, splits, movement	Free teaser; Starter basic; Pro full
`get_prop_history`	Chronological line/odds history for a prop	Starter limited; Pro full
`scan_movers`	Biggest line movers in a window	Starter limited; Pro full
`get_leaders`	Ranked boards for gap, form, and sample strength	Free top 3; Starter top 10; Pro full

REST and MCP share the same entitlement shaping, so a key sees the same product tier regardless of transport.

Provider-driven coverage

Do not hard-code a list of sports with Flash projections. Coverage is resolved from the server's registered model providers and can vary by sport + market.

Use list_sports to inspect projectionCapability, effectiveProjection, and contextCapability, then use get_market_metadata to determine whether a specific market is modeled. A partially modeled sport can legitimately expose Flash projections for one stat while keeping another stat posted-lines-only.

Missing analysis is reported explicitly. Flash Props does not fabricate a projection to fill an unsupported market.

Tiers

Free: 250 requests/day, 25-row scans, evidence teaser, basic player context, top-3 leaders
Starter: 10k requests/day, 100-row scans, basic evidence, limited history/movement, top-10 leaders
Pro: 100k requests/day, 500-row scans, full evidence/context/history/movement/leaders
Enterprise: custom limits

See current pricing and the REST reference at https://api.flashodds.live/.

Data is informational only. Flash Props is not a sportsbook and is not affiliated with any league, team, player, sportsbook, or DFS operator.