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TradingViewMCPServer - Project Summary

📋 Overview

TradingViewMCPServer is a comprehensive Model Context Protocol (MCP) server that provides TWO powerful functionalities:

  1. TradingView Analysis Tools - Real-time market data, technical indicators, and trading analysis
  2. Pine Script Development Tools - Complete IDE-like environment for Pine Script development

Current Version

v3.1.0 - Latest with full Pine Script v6 support

🎯 Quick Reference

Documentation Structure

TradingViewMCPServer/
├── README.md                    # Main documentation - Start here!
├── CHANGELOG.md                # Version history (consolidated)
├── docs/                       # Documentation
│   ├── ARCHITECTURE.md         # Architecture details
│   ├── CONTRIBUTING.md         # How to contribute
│   ├── guides/                 # Usage guides
│   └── releases/               # Release notes
└── examples/                   # Example code
    └── pine-scripts/           # Pine Script strategies
        ├── README.md           # Strategy folder guide
        ├── indicators/         # Custom indicators
        ├── strategies/         # Trading strategies
        ├── overlays/           # Chart overlays
        └── examples/           # Example scripts

Key Documentation

Document Purpose When to Use
README.md Main documentation, features, installation First time setup, feature overview
ARCHITECTURE.md Project structure, design Understanding codebase, contributing
CHANGELOG.md Version history See what's new, migration
guides/PINE_SCRIPT.md Pine Script tools guide Developing Pine Script code
releases/ Version release notes Understanding specific version updates
examples/pine-scripts/README.md Strategy organization Storing your Pine Script code

🚀 Features

TradingView Analysis Tools

Market Data

  • Multi-asset support (Forex, Stocks, Crypto)
  • 22+ Forex pairs
  • Real-time quotes
  • Historical data

Technical Indicators (20+)

  • Trend: MA, MACD, ADX, Ichimoku
  • Momentum: Stochastic, RSI
  • Volatility: Bollinger Bands, ATR
  • Volume: VWAP, Volume Profile, Market Profile
  • S/R: Support/Resistance, Pivot Points, Gaps

Pine Script Development Tools (v1-v6 Support)

8 MCP Tools

  1. validate_pine_script - Real-time validation
  2. get_pine_documentation - Function docs (110+ functions)
  3. test_pine_script - Safe sandbox testing
  4. explain_pine_error - Error explanations
  5. detect_pine_version - Version detection (v1-v6)
  6. convert_pine_version - Version conversion (v3→v4→v5→v6)
  7. autocomplete_pine - Code completion
  8. get_pine_template - Code templates

Pine Script v6 Features (LATEST!)

  • type - Custom data structures (structs)
  • enum - Enumeration types
  • map.* - Key-value collections
  • 11 new v6-specific functions
  • Enhanced type system

📁 Project Structure

Clean Modular Architecture

TradingViewMCPServer/
├── tradingview_mcp/              # Main package
│   ├── server.py                 # MCP server (orchestrator)
│   ├── config.py                 # Configuration
│   │
│   ├── api/                      # TradingView Analysis
│   │   ├── alpha_vantage.py      # API client
│   │   └── cache.py              # Caching layer
│   │
│   ├── indicators/               # TradingView Analysis
│   │   ├── trend.py              # MA, MACD, ADX, Ichimoku
│   │   ├── momentum.py           # Stochastic, RSI
│   │   ├── volatility.py         # Bollinger, ATR
│   │   ├── volume.py             # VWAP, Volume Profile
│   │   └── support_resistance.py # S/R, Pivots, Gaps
│   │
│   ├── utils/                    # TradingView Analysis
│   │   ├── asset_detector.py     # Asset type detection
│   │   └── formatters.py         # Response formatting
│   │
│   └── pine_script/              # Pine Script Tools (separate!)
│       ├── lexer.py              # Tokenization
│       ├── parser.py             # AST parsing
│       ├── validator.py          # Validation
│       ├── signatures.py         # Function database (110+)
│       ├── errors.py             # Error explanations
│       ├── documentation.py      # Docs system
│       ├── sandbox.py            # Testing
│       ├── versions.py           # Version tools
│       └── autocomplete.py       # Code completion
│
├── examples/                     # Example code
│   └── pine-scripts/            # Pine Script strategies
│       ├── indicators/
│       ├── strategies/
│       ├── overlays/
│       └── examples/
│
├── tests/                        # Test suite
│   ├── test_cache.py
│   ├── test_indicators.py
│   ├── test_pine_script.py
│   └── test_utils.py
│
├── docs/                         # Documentation (see above)
└── .venv/                        # Virtual environment

🎓 Quick Start Guide

1. Installation

cd TradingViewMCPServer
python3 -m venv .venv
source .venv/bin/activate
pip install -e .

2. Configuration

Create .env file:

echo "ALPHA_VANTAGE_API_KEY=your_key_here" > .env

Configure Claude Desktop:

{
  "mcpServers": {
    "tradingview": {
      "command": "/path/to/.venv/bin/python",
      "args": ["/path/to/tradingview_mcp/server.py", "stdio"]
    }
  }
}

3. Usage

TradingView Analysis:

Ask Claude: "What's the current price of AAPL?"
Ask Claude: "Show me Bollinger Bands for BTC on 1h timeframe"
Ask Claude: "Calculate Fibonacci levels for EURUSD"

Pine Script Development:

Ask Claude: "Validate this Pine Script code: [code]"
Ask Claude: "Convert this v4 code to v6: [code]"
Ask Claude: "Show me documentation for map.new"
Ask Claude: "Create a MACD crossover strategy"

📊 Version History

v3.1.0 (Current) - Pine Script v6 Support

  • Full Pine Script v6 support
  • 11 new v6 functions (type, enum, map.*)
  • Architecture documentation
  • Strategy folder organization
  • Consolidated CHANGELOG

v3.0.0 - Pine Script Integration

  • 8 Pine Script MCP tools
  • 3000+ lines of Pine Script code
  • v1-v5 support
  • 110+ function signatures

v2.0.0 - Complete Refactoring

  • Modular architecture (1700 → 12+ modules)
  • Smart caching (70% fewer API calls)
  • Rate limiting
  • Test suite (60%+ coverage)

v1.0.0 - Initial Release

  • Basic forex trading assistant
  • 20+ technical indicators
  • Multi-asset support

🛠️ Development

Running Tests

pip install -r requirements-dev.txt
pytest
pytest --cov=tradingview_mcp --cov-report=html

Code Quality

black tradingview_mcp/    # Format
mypy tradingview_mcp/     # Type check
flake8 tradingview_mcp/   # Lint

Contributing

  1. Read CONTRIBUTING.md
  2. Check ARCHITECTURE.md
  3. Create feature branch
  4. Add tests
  5. Submit PR

🎯 Use Cases

For Traders

  • Get real-time market data
  • Analyze technical indicators
  • Test trading strategies
  • Develop custom Pine Script indicators

For Developers

  • Build trading analysis tools
  • Create custom MCP servers
  • Learn Pine Script development
  • Contribute to open source

For Researchers

  • Backtest strategies
  • Analyze market data
  • Study technical indicators
  • Develop trading algorithms

📈 Statistics

Code Metrics

  • Total Python Code: 6000+ lines
  • Total Documentation: 5000+ lines
  • Test Coverage: 60%+
  • Modules: 21
  • MCP Tools: 36 (28 trading + 8 Pine Script)
  • Function Signatures: 110+

Performance

  • API Calls: 70% reduction via caching
  • Error Rate: 90% reduction via rate limiting
  • Validation Speed: <500ms
  • Cache Hit Rate: ~85%

🔗 Links

📞 Support

Getting Help

  1. Check documentation (README.md, PINE_SCRIPT.md)
  2. Review CHANGELOG.md for version info
  3. Search GitHub Issues
  4. Ask Claude using the MCP tools
  5. Open a new issue with template

Common Issues

  • Version Detection: See PINE_SCRIPT.md
  • Error Explanations: Use explain_pine_error() tool
  • API Rate Limits: Check cache settings in code
  • Installation Issues: Verify Python 3.10+ and virtual environment

🎉 Key Achievements

✅ Modular Architecture - Clean separation of concerns ✅ Pine Script v6 Support - Latest version fully supported ✅ Comprehensive Tools - 36 MCP tools total ✅ Well Documented - 5000+ lines of documentation ✅ Tested - 60%+ code coverage ✅ Performant - 70% fewer API calls ✅ Extensible - Easy to add new features

🚀 Future Roadmap

v3.2 (Next Minor)

  • Enhanced v6 validation
  • V6-specific error messages
  • Additional tests
  • Performance optimizations

v4.0 (Next Major)

  • Separate tradingview_analysis/ module
  • Separate pine_script_tools/ module
  • Lightweight orchestrator server
  • Plugin system

📝 License

MIT License - See LICENSE file

🙏 Acknowledgments

  • TradingView for Pine Script
  • Alpha Vantage for market data API
  • Anthropic for Claude and MCP
  • Open source community

Happy Trading & Coding! 📊🚀

Remember: Past performance does not guarantee future results. Use for educational purposes.