streamable-httpMITupdated 10d ago
Agent-native player-prop analysis over the Model Context Protocol. Flash Props combines posted lines with self-describing market metadata, Flash projections where a registered model exists, recent-form evidence, confidence, context, and line movement across 14 sports including esports.
flash props api 能做什么?
Flash Props MCP
Agent-native player-prop analysis over the Model Context Protocol. Flash Props combines posted lines with self-describing market metadata, Flash projections where a registered model exists, recent-form evidence, confidence, context, and line movement across 14 sports including esports.
This repo is the connector for the hosted Flash Props MCP server operated by Flash AI Solutions. There is no server to install. Point your MCP client at the remote endpoint and authenticate with a Flash Props API key.
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.
Links
- API + pricing: https://api.flashodds.live/
- REST reference: https://api.flashodds.live/docs
- Built by Flash AI Solutions
安装
把 flash props api 添加到你的客户端。选择你正在使用的那个。
claude mcp add --transport http flash-props-api https://api.flashodds.live/mcpcodex mcp add flash-props-api --url https://api.flashodds.live/mcp{
"mcpServers": {
"flash-props-api": {
"url": "https://api.flashodds.live/mcp"
}
}
}Add to `~/.cursor/mcp.json`, or `.cursor/mcp.json` for a single project.
{
"servers": {
"flash-props-api": {
"type": "http",
"url": "https://api.flashodds.live/mcp"
}
}
}Add to `.vscode/mcp.json` in your workspace.
{
"mcpServers": {
"flash-props-api": {
"url": "https://api.flashodds.live/mcp"
}
}
}Add to `claude_desktop_config.json`, then restart Claude Desktop.
{
"mcpServers": {
"flash-props-api": {
"serverUrl": "https://api.flashodds.live/mcp"
}
}
}Add to `~/.codeium/windsurf/mcp_config.json`.
12 个工具
flash props api 向已连接的智能体提供 12 个工具。
- list_sports
- Every sport with live status + projection/context capability
- get_market_metadata
- Market labels, families, scope, and projectability
- list_games
- Today's games with props for a sport
- get_game_props
- All player props for one game
- scan_props
- Market-wide prop scan across the slate
- find_game
- Resolve team names to an event id
- find_player_props
- Every active prop for one player
- get_player_context
- Season baselines, recent form, and deep context
- get_prop_evidence
- Book line, Flash line, gap, form, confidence, splits, movement
- get_prop_history
- Chronological line/odds history for a prop
- scan_movers
- Biggest line movers in a window
- get_leaders
- Ranked boards for gap, form, and sample strength
评分
80 / 100
优秀
- 文档22/25
- 维护25/25
- 可信度13/20
- 能力8/15
- 安装体验12/15
- Documents what it does and how to connect
- Has a resolvable package or endpoint
- Exposes at least one tool, prompt or resource
- README has substantive content
- Includes a code example
- Documents its configuration
- Mentions credentials or security posture
- Last commit 3 days ago
- Has a release history
- Repository is not archived
- Licensed MIT
- Namespace verified in the official MCP registry
- Claimed by its owner
- Published under an organisation
- 12 tool(s) documented
- Provides prompt templates
- Provides resources
- 6 documented install method(s)
- Published to a package registry
- Offers a hosted endpoint — no local install
版本历史
| 版本 | 发布于 |
|---|---|
| 1.3.0最新 | 2026年7月15日 |
| 1.2.0 | 2026年7月15日 |
| 1.0.1 | 2026年7月14日 |
| 0.2.0 | 2026年7月14日 |
| 1.0.0 | 2026年7月12日 |