InvestBuddy MCP Server

AI-powered stock predictions with 79.86% win rate, integrated directly into Claude Desktop.

🎯 What It Does

InvestBuddy provides ML-powered 10-day stock price predictions using LSTM neural networks validated on 2 years of market data. Get predictions for any stock symbol with confidence scores and directional signals.

📊 Features

10-Day Price Predictions: Day-by-day forecasts with confidence scores
Validated Accuracy: 79.86% win rate (12,901 predictions on 30 S&P 100 stocks)
Sharpe Ratio: 2.34 risk-adjusted returns
Statistical Significance: p < 0.000001 (t-stat: 28.45)
Market Regime Detection: Bull/bear/sideways classification
Stock Discovery: AI-powered screening and opportunity detection
Portfolio Analysis: Complete risk/opportunity assessment
Batch Predictions: Analyze multiple stocks simultaneously

🚀 Installation

Prerequisites

Claude Desktop app
Node.js 14.0.0 or higher
InvestBuddy API key (get free trial at investbuddy.ai)

Setup

Get your API key from investbuddy.ai
Add to Claude Desktop config:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "investbuddy": {
      "command": "npx",
      "args": ["-y", "investbuddy-mcp-server"],
      "env": {
        "INVESTBUDDY_API_KEY": "your-api-key-here"
      }
    }
  }
}

Restart Claude Desktop
Test it: Ask Claude "What's the 10-day prediction for AAPL?"

💡 Usage Examples

You: "Should I buy Tesla stock right now?"
Claude: [Uses InvestBuddy to get TSLA predictions]

You: "Analyze my portfolio: AAPL 50 shares, MSFT 30 shares, GOOGL 20 shares"
Claude: [Gets predictions for all holdings and provides analysis]

You: "What tech stocks look bullish for next week?"
Claude: [Checks predictions for AAPL, MSFT, GOOGL, META, NVDA]

📈 Pricing

Free: 5 MCP calls/day (perfect for testing)
Pro ($19/mo): 150 MCP calls/day + all premium features
Business: Custom enterprise solutions

🎁 Holiday Beta Special: Lock in $19/mo forever (regular $39/mo). Expires January 8, 2026.

Validation: See our AI Transparency page for complete walk-forward backtesting results.

🔒 Security

API keys are stored locally in your Claude config
All predictions fetched via secure HTTPS
No portfolio data stored on servers
SOC 2 Type II compliant infrastructure

🛠️ Technical Details

Transport: stdio (local process)
NPM Package: investbuddy-mcp-server
ML Model: v20251130_correlation ensemble (LSTM + RL + Transformers)
Validation: Walk-forward backtesting on 30 S&P 100 stocks (2023-2025)
Training Data: 2 years of market data with 12,901 predictions
Data Sources: Real-time market data via Alpha Vantage, Polygon.io

Available Tools

get_stock_prediction

Get 10-day price forecast for any stock ticker.

Input: { "symbol": "AAPL" }

Output: Current price, day 10 target, predicted change %, direction, model confidence, day-by-day forecast

get_market_regime

Detect current market conditions (bull/bear/sideways).

Input: None

Output: Market regime classification, confidence score, key indicators (VIX, market breadth, trend strength)

discover_stocks

Find high-potential stocks based on AI analysis.

Input: { "count": 5, "minConfidence": 0.6 }

Output: Array of stock recommendations with predictions and confidence scores

analyze_portfolio

Assess portfolio risk and get optimization recommendations.

Input: { "holdings": [{ "symbol": "AAPL", "shares": 10 }] }

Output: Risk metrics, diversification score, recommendations

🐛 Troubleshooting

"API key not found": Make sure INVESTBUDDY_API_KEY is set in your config

"Rate limit exceeded": Upgrade your plan at investbuddy.ai/pricing

Server not appearing: Restart Claude Desktop completely (Cmd+Q on Mac)

🔗 Links

Website: investbuddy.ai
AI Transparency: investbuddy.ai/transparency
Documentation: investbuddy.ai/docs
Get API Key: investbuddy.ai/register
NPM Package: npmjs.com/package/investbuddy-mcp-server

📧 Support

Email: support@investbuddy.ai
Twitter: @InvestBuddyAI

⚖️ License

MIT License - See LICENSE file

⚠️ Disclaimer

InvestBuddy predictions are for informational purposes only. Not financial advice. Past performance doesn't guarantee future results. Always do your own research before investing.

InvestBuddy