seang1121/sports-betting-mcp

**The first MCP server for sports betting.** Give any AI agent live access to picks, odds, game analysis, and performance tracking across NBA, NHL, NCAAB, and MLB.
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What It Does
Connects any MCP-compatible AI agent to a live sports betting analysis system. Every pick is logged before tip-off and resolved against final scores. Nothing is cherry-picked.
| Metric | Value |
|--------|-------|
| **Sports Covered** | NBA, NHL, NCAAB, MLB |
| **Bet Types** | Moneyline, Spread, Totals |
| **Pick Source** | 12-agent consensus model |
| **Total Picks** | 3,859+ resolved |
| **Platform Users** | 30 |
| **Tools** | 12 MCP tools |
| **Auth** | API key (X-API-Key header) |
Results by Sport
| Sport | Picks | Wins | Win Rate |
|-------|-------|------|----------|
| **NBA** | 1,267 | 762 | **60.1%** |
| **NHL** | 1,148 | 656 | **57.1%** |
| **NCAAB** | 1,149 | 549 | 47.8% |
| **MLB** | 283 | 109 | 38.5% *(launched Apr 2026)* |
All results are queryable in real-time via the get_win_rate tool. Numbers update after every game.
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Quick Start
Install
Add to Your MCP Client
Drop this into your MCP config (Claude Desktop, Cursor, Windsurf, Claude Code, etc.):
Environment Variables
| Variable | Required | Description |
|----------|----------|-------------|
| SPORTS_BETTING_API_KEY | Yes | Your API key for authentication |
| SPORTS_BETTING_API_URL | No | API base URL (defaults to http://localhost:5000) |
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Works With
Any client that supports the Model Context Protocol:
| Client | Status |
|--------|--------|
| **Claude Desktop** | Fully supported |
| **Cursor** | Fully supported |
| **Windsurf** | Fully supported |
| **Claude Code (CLI)** | Fully supported |
| **Any MCP Client** | Fully supported via stdio transport |
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Available Tools
12 tools. Every call returns structured data that AI agents can reason over, display, or act on.
Picks & Analysis
| Tool | What It Does |
|------|-------------|
| get_todays_picks | All AI picks with confidence scores and edge breakdowns, filterable by sport |
| get_top_pick | Single highest-confidence pick of the day |
| get_pending_picks | Currently unresolved picks that are still in play |
| get_completed_picks | Recently resolved picks with W/L results -- verify the track record |
| analyze_game | Full 12-agent analysis on any game: consensus pick + edge breakdown |
Odds & Market Data
| Tool | What It Does |
|------|-------------|
| get_live_odds | Live moneyline, spread, and totals for today's games |
| get_alerts | Active alerts from the multi-agent system (line moves, injury impacts) |
Performance & Stats
| Tool | What It Does |
|------|-------------|
| get_win_rate | Win rate with breakdown by sport and bet type |
| get_model_stats | Model performance: total picks, last-20 win rate, confidence tier breakdown |
| get_leaderboard | User rankings by win rate |
| get_system_status | Health check -- uptime, database, scheduler status |
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How the Analysis Works
Each game runs through a multi-agent pipeline:
1. **12 specialized agents** evaluate the game independently -- covering momentum, matchups, injuries, rest, travel, public betting percentages, sharp money indicators, historical trends, and more.
2. **A consensus engine** synthesizes all 12 opinions into a single pick with a confidence score.
3. **Edge calculation** compares the model's implied probability against the current market line.