MCP Integration for Odds Adjusters

{
  "mcpServers": {
    "altsportsdata-odds": {
      "command": "npx",
      "args": ["-y", "@altsportsdata/mcp-server"],
      "env": {
        "API_KEY": "your-odds-adjuster-api-key",
        "ROLE": "odds_adjuster",
        "REAL_TIME_UPDATES": "true"
      }
    }
  }
}

{
  "name": "analyze_line_movement",
  "arguments": {
    "match_id": "nba-2024-lakers-vs-celtics",
    "market_type": "spread",
    "timeframe": "24h"
  }
}

{
  "current_line": {
    "spread": -5.5,
    "juice": -110
  },
  "opening_line": {
    "spread": -4.0,
    "juice": -110
  },
  "movement": {
    "direction": "away",
    "magnitude": 1.5,
    "velocity": "rapid",
    "volume_profile": "sharp_action"
  },
  "recommendations": {
    "action": "hold_or_adjust",
    "confidence": 0.78,
    "reasoning": "Heavy sharp money on Celtics, consider widening spread"
  }
}

{
  "name": "assess_player_impact",
  "arguments": {
    "match_id": "nfl-2024-chiefs-vs-bills",
    "player": "Patrick Mahomes",
    "status": "questionable",
    "position": "QB"
  }
}

{
  "name": "detect_sharp_action",
  "arguments": {
    "sport": "soccer",
    "league": "epl",
    "timeframe": "2h",
    "threshold": "high"
  }
}

{
  "name": "calculate_fair_odds",
  "arguments": {
    "match_id": "mlb-2024-yankees-vs-redsox",
    "factors": [
      "recent_form",
      "head_to_head",
      "pitcher_matchup",
      "weather",
      "injuries"
    ],
    "model": "ensemble"
  }
}

{
  "name": "compare_to_market",
  "arguments": {
    "match_id": "nba-2024-001",
    "your_odds": {
      "moneyline": {"home": -150, "away": +130},
      "spread": {"line": -3.5, "juice": -110}
    },
    "compare_to": ["pinnacle", "circa", "draftkings"]
  }
}

User: "Set opening lines for tonight's NBA slate"

AI Agent (using MCP):
1. Retrieves matchups with get_schedule
2. Calculates fair odds with calculate_fair_odds
3. Analyzes injury reports with assess_player_impact
4. Reviews historical performance with get_h2h_stats
5. Suggests opening lines with market positioning

Result: Recommended opening lines with confidence levels

User: "Lakers just went up 15 points in the 3rd quarter, adjust live odds"

AI Agent (using MCP):
1. Gets live match state with get_live_match
2. Calculates win probability with calculate_live_probability
3. Analyzes momentum with assess_game_momentum
4. Suggests odds adjustment with recommend_live_odds
5. Calculates new exposure with update_risk_profile

Result: Real-time odds recommendations with risk analysis

User: "We're seeing sharp money on Celtics +5.5"

AI Agent (using MCP):
1. Analyzes betting patterns with detect_sharp_action
2. Reviews current line with analyze_line_movement
3. Compares to market with compare_to_market
4. Assesses if move justified with validate_sharp_action
5. Recommends line adjustment or hold

Result: Data-driven decision on whether to move line

User: "Starting QB just ruled out 30 minutes before kickoff"

AI Agent (using MCP):
1. Assesses player impact with assess_player_impact
2. Analyzes backup performance with get_backup_stats
3. Reviews historical similar situations with find_comparable_situations
4. Calculates odds adjustment with calculate_injury_adjustment
5. Suggests new lines and market suspension strategy

Result: Immediate odds adjustment plan with risk mitigation

// Impact weighting by sport and position
{
  "basketball": {
    "PG": 0.35,  // Point Guard
    "SG": 0.25,  // Shooting Guard
    "C": 0.30    // Center
  },
  "football": {
    "QB": 0.50,  // Quarterback
    "RB": 0.20,  // Running Back
    "WR": 0.15   // Wide Receiver
  },
  "hockey": {
    "G": 0.45,   // Goalie
    "C": 0.25,   // Center
    "D": 0.20    // Defense
  }
}

{
  "name": "calculate_win_probability",
  "arguments": {
    "match_state": {
      "sport": "basketball",
      "time_remaining": "8:23",
      "quarter": 4,
      "score_differential": 8,
      "possession": "home",
      "timeouts_remaining": {"home": 2, "away": 3}
    },
    "pregame_probability": 0.65,
    "momentum_factor": true
  }
}

{
  "name": "monitor_position",
  "arguments": {
    "match_id": "nfl-2024-001",
    "markets": ["spread", "total", "moneyline"],
    "alert_threshold": 50000
  }
}

{
  "name": "suggest_hedges",
  "arguments": {
    "exposure": {
      "match_id": "nba-2024-001",
      "liability": 75000,
      "market": "moneyline"
    },
    "hedge_options": ["exchange", "market_maker", "retail"]
  }
}

{
  "name": "analyze_bet_splits",
  "arguments": {
    "match_id": "nfl-2024-001",
    "split_types": ["ticket_count", "money_percentage", "sharp_action"]
  }
}

{
  "public_side": {
    "team": "Cowboys",
    "ticket_percentage": 78,
    "money_percentage": 65
  },
  "sharp_side": {
    "team": "Eagles",
    "sharp_percentage": 82,
    "average_bet_size": "$5,200"
  },
  "recommendation": "Consider reverse line movement - sharps on Eagles despite public on Cowboys"
}

import { MCPClient } from '@modelcontextprotocol/sdk';
 
const oddsClient = new MCPClient({
  serverUrl: 'http://localhost:3000/mcp',
  apiKey: process.env.ODDS_ADJUSTER_API_KEY,
  role: 'odds_adjuster'
});
 
// Analyze line movement
const lineAnalysis = await oddsClient.call('analyze_line_movement', {
  match_id: 'nba-2024-lakers-vs-celtics',
  market_type: 'spread',
  timeframe: '24h'
});
 
// Calculate fair odds
const fairOdds = await oddsClient.call('calculate_fair_odds', {
  match_id: 'mlb-2024-001',
  factors: ['recent_form', 'pitcher_matchup', 'weather']
});

from altsportsdata_mcp import MCPClient
 
client = MCPClient(
    api_key=os.getenv('ODDS_ADJUSTER_API_KEY'),
    role='odds_adjuster'
)
 
# Detect sharp action
sharp_action = client.call_tool('detect_sharp_action', {
    'sport': 'soccer',
    'league': 'epl',
    'timeframe': '2h'
})
 
# Assess player impact
impact = client.call_tool('assess_player_impact', {
    'match_id': 'nfl-2024-001',
    'player': 'Patrick Mahomes',
    'status': 'out'
})

"Analyze line movement for tonight's Lakers game"
"Why did the Celtics spread move from -4 to -6?"
"Show me sharp action in the Premier League today"

"Calculate fair odds for Chiefs vs Bills considering Mahomes injury"
"What should the total be for this baseball game given the weather?"
"Compare our NBA lines to Pinnacle and Circa"

"What's our exposure on the Lakers moneyline?"
"Suggest hedges for our NFL Sunday liability"
"Alert me when sharp action exceeds $100k on any game"

"Team just scored, adjust live odds"
"Starting pitcher pulled in the 3rd inning, new odds?"
"Calculate win probability with 5 minutes left in the game"

{
  "name": "add_custom_factor",
  "arguments": {
    "factor_name": "home_court_advantage_playoff",
    "sport": "basketball",
    "weight": 0.15,
    "conditions": ["playoffs", "home_team"]
  }
}

{
  "name": "set_movement_rules",
  "arguments": {
    "trigger": {
      "sharp_money_threshold": 50000,
      "time_before_game": "2h"
    },
    "action": {
      "move_line": 0.5,
      "adjust_juice": -5,
      "notify_trader": true
    }
  }
}

{
  "name": "analyze_market_correlation",
  "arguments": {
    "markets": ["spread", "total", "moneyline"],
    "match_id": "nba-2024-001",
    "check_arbitrage": true
  }
}