Indian Algo Trading Data Actor 🇮🇳📈 A comprehensive Apify actor for collecting Indian stock market data and generating trading signals using advanced analytical models. Perfect for algorithmic trading, market research, and investment decision-making. ## 🎯 What Makes This Special - 📊 11 Data Sources: Complete market coverage from indices to news - 🤖 8 Trading Models: Advanced signal generation algorithms - 💰 Pay-Per-Event: Fair pricing - only pay for successful data collection - ⚡ Real-time Processing: Live market data with instant signal generation - 🎛️ Flexible Configuration: Choose exactly what data and models you need ## 📊 Available Data Sources | Data Type | Description | Use Case | |-----------|-------------|----------| | 📈 Market Indices | Nifty, BankNifty, Finnifty, Sensex | Market overview | | 📊 Options OI | Open Interest data per index | Options trading | | 💰 FII/DII Flow | Institutional investor activity | Smart money tracking | | 😊 Market Sentiment | Market mood indicators | Sentiment analysis | | 📊 Sentiment Indices | Fear & Greed + MMI | Comprehensive sentiment | | 💵 Earnings Data | Company quarterly results | Fundamental analysis | | 📅 Economic Events | Global economic calendar | Macro analysis | | 🏢 Corporate Actions | Splits, dividends, bonuses | Event trading | | 🌍 International Markets | US/European market data | Global correlation | | 📰 News Articles | Indian financial news | News sentiment | | 🌍 International Sentiment | Global Fear & Greed | World market mood | ## 🤖 Trading Models & Signals ### 1. Momentum Model 🚀 - Strategy: Price momentum + volume analysis - Signals: BUY/SELL based on price movement and FII flow - Best for: Trend following strategies ### 2. Mean Reversion Model 🔄 - Strategy: Identifies overbought/oversold conditions - Signals: BUY at extreme fear, SELL at extreme greed - Best for: Contrarian trading strategies ### 3. Options Flow Model 📊 - Strategy: OI data + FII/DII flow analysis - Signals: Based on Put/Call ratio and institutional activity - Best for: Options trading strategies ### 4. News Sentiment Model 📰 - Strategy: News sentiment analysis with confirmation - Signals: BUY/SELL based on news sentiment trends - Best for: Event-driven trading ### 5. Volatility Model ⚡ - Strategy: VIX-based volatility analysis - Signals: BUY at high VIX (panic), SELL at low VIX (complacency) - Best for: Volatility trading and risk management ### 6. Regime Detection Model 🔄 - Strategy: Identifies market regimes (Bullish, Bearish, High Volatility, Event Driven) - Signals: BUY/SELL/CAUTION based on market regime classification - Best for: Market state awareness and adaptive strategies ### 7. Anomaly Detection Model ⚠️ - Strategy: Detects unusual market patterns and potential opportunities/risks - Signals: BUY/SELL/WATCH for price spikes, volume anomalies, OI buildup - Best for: Risk management and opportunity identification ### 8. Consensus Model 🎯 - Strategy: Combines all models for high-confidence signals - Signals: Only generates signals with multiple model confirmation - Best for: Conservative, high-accuracy trading ## 📋 Input Parameters ### Required - dataMode - Data collection mode: realtime, historical, or specificDate - dataTypes - Array of data types to collect (indices, oiData, fiiDii, sentiment, etc.) - indices - Array of indices to track (NIFTY, BANKNIFTY, FINNIFTY, SENSEX) ### Optional - startDate / endDate - Date range for historical mode - specificDate - Single date for specific day analysis - enableModels - Enable trading model processing (default: true) - selectedModels - Choose which models to run (6 available) - outputFormat - json or csv (default: json) - includeRawData - Include raw API responses (default: false) ### Data Modes Explained #### 📈 Real-time Mode (realtime) - Current market snapshot data - All data types available - Best for: Live trading, real-time monitoring #### 📅 Historical Range Mode (historical) - Data for a date range - Best for: Research (when available) #### 🎯 Specific Date Mode (specificDate) - Data for a single historical date - Best for: Event analysis (when available) ## 🚀 Quick Start ### 🚀 Quick Start Examples #### Basic Trading Setup json { "dataMode": "realtime", "dataTypes": ["indices", "oiData", "fiiDii", "sentiment"], "indices": ["NIFTY", "BANKNIFTY"], "enableModels": true, "selectedModels": ["momentum", "consensus"] } #### Comprehensive Analysis json { "dataMode": "realtime", "dataTypes": [ "indices", "oiData", "fiiDii", "sentiment", "sentimentIndices", "news", "internationalSentiment" ], "indices": ["NIFTY", "BANKNIFTY"], "enableModels": true, "selectedModels": [ "momentum", "meanReversion", "optionsFlow", "newsSentiment", "volatility", "regimeDetection", "anomalyDetection", "consensus" ] } #### Sentiment-Focused Strategy json { "dataMode": "realtime", "dataTypes": ["sentiment", "sentimentIndices", "news"], "indices": ["NIFTY"], "enableModels": true, "selectedModels": ["meanReversion", "newsSentiment"] } ## 📤 Output Format ### Market Indices Output json { "type": "indices", "dataType": "Indices", "timestamp": "2025-11-13T08:00:00.000Z", "data": { "fii": 1234.56, "skew": 0.85, "nifty": 65.2, "gold": 72.3, "vix": 14.5, "trin": 1.2 } } ### OI Data Output json { "type": "oiData", "index": "NIFTY", "dataType": "OI_Data", "timestamp": "2025-11-13T08:00:00.000Z", "data": { "totalCallOI": 12500000, "totalPutOI": 15000000, "pcrOI": "1.20", "pcrVolume": "1.15", "underlyingValue": 19500, "strikeData": [...] } } ### FII/DII Data Output json { "type": "fiiDii", "dataType": "FII_DII_Data", "timestamp": "2025-11-13T08:00:00.000Z", "data": { "fii": { "buyValue": 5000, "sellValue": 4500, "netValue": 500 }, "dii": { "buyValue": 3000, "sellValue": 3200, "netValue": -200 } }, "analysis": { "fiiSentiment": "Bullish", "diiSentiment": "Bearish", "overallSentiment": "Bullish" } } ## 💡 Use Cases 1. Algorithmic Trading - Real-time data for trading algorithms - Options strategy optimization - Risk management 2. Market Analysis - Sentiment tracking - Institutional flow analysis - Volatility monitoring 3. Research & Backtesting - Historical data collection - Pattern recognition - Strategy development ## 🔧 Technical Details ### Update Frequency - Real-time during market hours (9:15 AM - 3:30 PM IST) - Can be scheduled to run at specific intervals ### Rate Limiting - Built-in delays between API calls - Respects source API rate limits - Automatic retry logic ## 📊 Integration with marketData This actor uses services from the marketData codebase: - Collectors for indices, OI, FII/DII data - Data processors and formatters - Utility functions for market analysis ## 🤖 AI Assistant Integration Use this actor with your favorite AI assistant (Claude, ChatGPT, VS Code Copilot) to get Indian market data through natural language conversations! ### 🎯 What You Can Ask Your AI Assistant "Search for cspnair/Indian-algo-trading-data actor and get market summary for NIFTY and BANKNIFTY" "Find the cspnair/Indian-algo-trading-data actor and get support/resistance levels for NIFTY" "Use cspnair/Indian-algo-trading-data to generate trading signals for BANKNIFTY" "Run cspnair/Indian-algo-trading-data with market regime analysis for Indian indices" "Execute cspnair/Indian-algo-trading-data with FII/DII flow and options data" ### 📊 Your AI Assistant Can Provide - 📈 Live Market Data: Current prices, changes, volume for NIFTY, BANKNIFTY, FINNIFTY, SENSEX - 🎯 Trading Signals: Buy/sell recommendations with confidence scores from 9 different models - 📊 Technical Analysis: Support/resistance levels, pivot points, breakout zones - 💰 Market Intelligence: FII/DII flow, sentiment analysis, fear & greed index - 🔄 Market Conditions: Current market regime (bullish/bearish/volatile) - 📰 News Impact: Latest financial news sentiment analysis ### 🚀 How to Use with AI Assistants #### For Claude Desktop Users 1. Open Claude Desktop settings 2. Go to Developer section 3. Add this configuration: json { "mcpServers": { "apify": { "url": "https://mcp.apify.com" } } } 4. Start chatting with market data! #### For VS Code Copilot Users 1. Open Command Palette (Ctrl+Shift+P) 2. Run "MCP: Open User Configuration" 3. Add the same configuration above 4. Ask Copilot for market analysis #### For Other AI Platforms Use your AI assistant's MCP configuration with: - Server URL: https://mcp.apify.com - Authentication: OAuth (sign in with Apify account) ### 💡 Example Conversations You: "What's the current market situation?" AI: "I'll search for the cspnair/Indian-algo-trading-data actor and get the latest market data for you. Based on the latest data: - 📊 NIFTY: 19,850.25 (+125.50, +0.64%) - 📊 BANKNIFTY: 44,520.80 (+220.30, +0.50%) - 🎯 Signals: BUY on both indices (70-75% confidence) - 💰 FII: +₹1,250 crore | DII: +₹850 crore - 📊 Market Regime: Bullish with moderate volatility" You: "Should I buy NIFTY right now?" AI: "Let me run the cspnair/Indian-algo-trading-data actor with trading signal analysis for NIFTY. Based on multiple analysis models: - ✅ Momentum: Strong positive trend - ✅ Support/Resistance: Above immediate resistance R1 - ✅ Sentiment: Positive market mood - ⚠️ Caution: Near resistance levels - wait for breakout confirmation - 🎯 Recommendation: BUY if breaks above 19,980, otherwise wait" ### 📚 MCP Setup Details #### For Claude Desktop Users 1. Open Claude Desktop settings 2. Go to Developer section 3. Add this configuration: json { "mcpServers": { "apify": { "url": "https://mcp.apify.com" } } } 4. Start chatting with market data! #### For VS Code Copilot Users 1. Open Command Palette (Ctrl+Shift+P) 2. Run "MCP: Open User Configuration" 3. Add the same configuration above 4. Ask Copilot for market analysis #### Bearer Token Alternative If you prefer token authentication instead of OAuth: json { "mcpServers": { "apify": { "url": "https://mcp.apify.com", "headers": { "Authorization": "Bearer <APIFY_TOKEN>" } } } } #### Resources - 🌐 Official MCP Server: https://mcp.apify.com - ⚙️ Configuration Tool: https://mcp.apify.com/ ## 📈 Performance - Processing Speed: 1- 5 seconds per run - Data Points: 100+ per execution - Accuracy: Real-time official data + 1-2 seconds execution delay - Reliability: 99%+ uptime ## 💰 Pricing Simple & Affordable Pay-Per-Use Pricing - $0.001 per data point collected successfully - Only pay for successful data collection - failed attempts are free - No minimum commitments or hidden fees ### 🎯 What This Means in Practice For just $1, you can get: - ✅ 1,000 data points = Complete market analysis for weeks - ✅ 100+ comprehensive trading runs with all data types and models - ✅ Unlimited potential for research and analysis ### 🚀 Why This Pricing Works - No upfront costs - pay only for what you use - Scales with your needs - from casual users to professional traders - Transparent billing - track usage in real-time - Cancel anytime - no long-term commitments Professional-grade market data at an affordable price! 📊💰 ## 🔒 Security - No API keys required for basic data - Secure data transmission - No data retention beyond run - HTTPS for all API calls ## ⚠️ Disclaimer IMPORTANT: This tool is for informational and educational purposes only. ### 🚨 Financial Risk Warning - Not Investment Advice: All data, signals, and analysis are for informational purposes only - High Risk: Trading in financial markets involves substantial risk of loss - No Guarantees: Past performance does not guarantee future results - Professional Advice: Always consult with qualified financial advisors before making trading decisions ### 📊 Data Limitations - Data Accuracy: While we strive for accuracy, data may contain errors or delays - Real-time Limitations: Real-time data may have slight delays from actual market prices - Source Dependencies: Data availability depends on external sources and APIs - No Liability: We are not liable for trading decisions based on this data ### 🤖 AI Assistant Limitations - AI Analysis: AI-generated insights should not be considered financial advice - Model Limitations: Trading models have limitations and may not predict all market movements - Technical Issues: AI assistants may misinterpret data or provide incorrect analysis - Human Oversight: Always verify AI-generated information with human analysis ### ⚖️ Legal & Regulatory - Compliance: Users are responsible for complying with their local financial regulations - No Registration: This tool is not registered with any financial regulatory authority - User Responsibility: All trading decisions and their consequences are the user's responsibility - Jurisdiction: Some features may not be available in all jurisdictions ### 📈 Best Practices - Risk Management: Always use proper risk management techniques - Paper Trading: Test strategies with paper trading before using real money - Diversification: Never risk more than you can afford to lose - Continuous Learning: Markets change - continuously educate yourself --- By using this tool, you acknowledge that you understand and accept these risks and limitations. ## 📞 Support For questions, issues, or feature requests, please: - Create an issue in the repository - Check the documentation first - Review the input schema for proper usage --- Built with ❤️ for the Indian trading communityBuilt for Indian Algo Traders** 🇮🇳📈