Sleeper

npm version Downloads License: MIT Node.js Version

A comprehensive Model Context Protocol (MCP) Server for integrating with Sleeper Fantasy Football. This server enables AI assistants like Claude to perform advanced fantasy football analysis and provide strategic recommendations.

📦 Installation

# Install globally (recommended)
npm install -g sleeper-mcp

# Or use with npx (no installation needed)
npx sleeper-mcp

🎯 What Can This Server Do?

📊 League Management

• User Information: Sleeper profiles and league memberships
• League Details: Scoring settings, roster positions, team overviews
• Current Matchups: Who's playing whom, scores, lineups

🏈 Player Analysis

• Player Search: Find any NFL player in the Sleeper database
• Trending Players: Hottest waiver wire pickups
• Injury Status: Current injury reports with web research
• Player Comparisons: Head-to-head analysis for trade decisions

🧠 AI-Powered Recommendations

• Lineup Analysis: Automatic start/sit recommendations
• Waiver Wire Tips: Personalized pickup suggestions
• Matchup Strategies: Opponent analysis and winning strategies
• Transaction Tracking: Follow league activity and trends

🚀 Quick Start

1. Installation

Choose one of these installation methods:

Option A: Global NPM Install (Recommended)

npm install -g sleeper-mcp

Option B: Using npx (No Installation)

npx sleeper-mcp

Option C: Local Development

git clone https://github.com/yourusername/sleeper-mcp.git
cd sleeper-mcp
npm install
npm run build

2. Claude Desktop Configuration

For Global Install or npx:

{
  "mcpServers": {
    "sleeper-mcp": {
      "command": "sleeper-mcp",
      "args": [],
      "env": {}
    }
  }
}

For npx (alternative):

{
  "mcpServers": {
    "sleeper-mcp": {
      "command": "npx",
      "args": ["sleeper-mcp"],
      "env": {}
    }
  }
}

For Local Development:

{
  "mcpServers": {
    "sleeper-mcp": {
      "command": "node",
      "args": ["/full/path/to/sleeper-mcp/dist/index.js"],
      "env": {}
    }
  }
}

3. Test

npm test
npm run test:coverage  # Show detailed code coverage

🧪 Test Coverage

The server includes comprehensive tests covering:

✅ Core Infrastructure (100%)

• MCP Protocol: Server initialization and tool registration
• Error Handling: Invalid tools and malformed requests
• JSON-RPC: Proper request/response formatting

✅ API Integration (65%)

• Basic API: NFL state, player search, trending players
• User Management: Invalid user handling
• League Data: Invalid league ID handling
• Cache System: Clear cache confirmation logic

✅ Edge Cases & Validation (90%)

• Empty Arrays: Graceful handling of empty player lists
• Missing Parameters: Required field validation
• Invalid IDs: Non-existent user/league/player handling
• Parameter Validation: Type checking and bounds testing

📊 Real Coverage Metrics

File Coverage:   55.13% statements | 62.36% branches | 35.52% functions
Test Results:    13/13 passing (100%)
Tool Coverage:   8/19 tools tested (42%)
Edge Cases:      ~90% covered

Handler Functions: 27.35% (core logic)
Tools Registry:    93.06% (tool definitions)  
Sleeper Client:    51.21% (API integration)
Server Core:       100% (MCP protocol)

Commands:

npm test              # Run all tests
npm run test:coverage # Show detailed coverage report
npm run coverage      # Alias for test:coverage

Key tested scenarios:

• Server startup and MCP handshake
• Basic API functionality with real data
• Invalid input handling and error responses
• Cache management and confirmation flows
• Parameter validation and type checking

🎮 Get Started Immediately

Start a conversation with Claude and try:

"Show me my current lineup against my opponent this week"
"Which players are questionable this week and should I replace them?"
"Give me waiver wire recommendations based on trends"

🛠️ Available Tools

League Management

• get_user_info - Retrieve user information
• get_user_leagues - Get all leagues for a user
• get_league_info - Details of a specific league
• get_league_rosters - All team rosters in a league
• get_league_users - All users/managers in a league

Matchup Analysis

• get_current_matchups - Current week matchups
• get_matchup_details - Detailed matchup information
• get_nfl_state - Current NFL status (week, season)

Player Tools

• search_players - Search players in the database
• get_trending_players - Trending add/drop players
• get_player_details - Detailed player information
• compare_players - Head-to-head player comparisons

Analysis & Recommendations

• analyze_lineup - AI-powered lineup analysis
• research_player_status - Web research on player status
• get_waiver_suggestions - Waiver wire recommendations
• get_start_sit_advice - Specific start/sit advice
• get_transactions - Recent league transactions

📋 Example Workflows

Weekly Preparation

1. Find Your User Info: get_user_info with your Sleeper username
2. Get Your Leagues: get_user_leagues with your user ID
3. Analyze Current Matchup: get_matchup_details for your league
4. Check Injured Players: research_player_status for questionable players
5. Find Waiver Pickups: get_waiver_suggestions for improvements

Trade Analysis

1. Compare Players: compare_players for trade targets
2. Research Status: research_player_status for injury concerns
3. Analyze Impact: analyze_lineup to model trade effects

🏆 Key Features

• No API Keys Required - Uses Sleeper's public API
• Intelligent Caching - Player data cached for 24 hours
• Rate Limit Respecting - Handles Sleeper's 1000 calls/minute limit
• Comprehensive Error Handling - Robust error recovery
• Web Research Integration - Automatic injury report research
• Personalized Recommendations - All advice tailored to your specific league

📖 Documentation

• SETUP.md - Detailed installation and configuration guide
• EXAMPLES.md - Comprehensive usage examples and scenarios
• Inline Documentation - Fully commented codebase

⚡ Technical Details

• TypeScript for type safety
• Zod for input validation
• MCP SDK for Claude integration
• Read-only API - Cannot modify lineups (Sleeper limitation)
• Real-time Data - Always current information

🔧 Development

For Users

# Install globally
npm install -g sleeper-mcp

# Or use directly
npx sleeper-mcp

For Contributors

# Clone the repository
git clone https://github.com/yourusername/sleeper-mcp.git
cd sleeper-mcp
npm install

# Development with hot reload
npm run dev

# Build for production
npm run build
npm start

# Watch mode (automatic rebuilding)
npm run watch

# Run tests
npm test
npm run test:coverage

⚠️ Limitations

• Sleeper API is read-only (no lineup modifications possible)
• Rate limit: Maximum 1000 API calls per minute
• Player data automatically cached (24h refresh)

📄 License

MIT License

🤝 Contributing

This server can be extended with:

• Additional Sleeper API endpoints
• Enhanced analysis and recommendations
• Integration with other fantasy platforms
• Historical data analysis

---

Dominate your fantasy league with AI-powered analysis! 🏆