The Revolutionary Fusion of AI and Financial Data
This video demonstrates how to connect Claude with the data platform Quiver Quant to gain a legal edge in financial markets. Instead of using Claude just as a chatbot, it gets access to real, proprietary data – including:
- Insider trades (Corporate Insider Filings)
- Congressional trades (Congressional Trades)
- Institutional holdings (Institutional Holdings)
- Lobbying data and federal contracts
Setup Steps
- Claude subscription (or GPT with a similar prompt)
- Quiver account (free basic version, premium from about $30/month for API access)
- Generate API key and paste it into Claude Code – either via MCP connector settings or directly in Claude Code
- Setup time: approx. 10 minutes
The Three Key Data Sources & Applications
1. Spotting Insider Buys
Prompt: "Find every company where three or more different insiders made open market purchases in the last 60 days (exclude option exercises). Rank by number of distinct buyers and total dollar value."
- Advantage: Buys are often a stronger signal than sales (sales may be for tax or diversification reasons).
- Warning: Raw data can be misleading – e.g., 31 buyers at TSM looks impressive but could be a one-time compensation event. Focus on outliers and cross-check with fundamentals.
2. Analyzing Congressional Trades
Prompt: "Show me the most recent congressional trades filed. Explain the difference between trade date and filing date."
- Key nuance: Insiders file within 2 days, Congress has 30–45 days. So congressional data is better for research, insider data for live alerts.
- Example (Palantir): Combine congressional trades, federal contracts, and lobbying spend → reveals the company's political positioning.
3. Finding Early Signals
Prompt: "Show me tickers where fewer than 5 distinct people traded but activity is increasing – versus crowded tickers. Explain how you define 'increasing'."
- Outcome: You spot trends before they become saturated – the "cleanest early signals."
Telegram Bot for Live Alerts
To get instant notifications, build a bot:
- Create a Telegram bot via BotFather
- Send the token to Claude Code
- Define criteria (e.g., "Alert me on any new insider buy over $1M")
- Ensure 24/7 uptime (e.g., Mac Mini for $10/month VPS or your own computer)
Tip: With the bot, you can also use voice commands to query live data anytime – e.g., during a beach walk.
Conclusion & Critical Assessment
- Pros: Real-time data, no outdated web scraping, easy setup, high customizability.
- Pitfalls: Raw data needs interpretation (e.g., batch buys vs. genuine signals). Insider sales aren't always negative. Congressional data is often delayed.
- Overall: The system is legal (all data comes from public filings) and provides a real information edge that most investors don't use.
All prompts and bot setup guide are available in the video description (Free School Community).