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檢視完整 README ↗AI-powered founder enrichment and scoring tool for VC deal flow. Takes a founder's name, scrapes public data from multiple sources, and outputs a scored founder card analyzed against a configurable investment thesis.
Founder name → Scrape public data → Enrich profile → Score with Claude → Founder card
Data sources:
Scoring categories (configurable weights):
| Category | Default Weight |
|---|---|
| Founder Quality | 30% |
| Market | 25% |
| Traction | 25% |
| Network | 10% |
| Intangibles | 10% |
Each category is scored 0-100 with a rationale. The overall score is a weighted average.
git clone https://github.com/joyjcai88-collab/founder-scraper.git
cd founder-scraper
pip install -e .
cp .env.example .env
Add your Anthropic API key to .env:
ANTHROPIC_API_KEY=sk-ant-...
# Basic usage
python main.py "Tobi Lutke"
# With company name for better accuracy
python main.py "Tobi Lutke" --company "Shopify"
# Short flag
python main.py "Patrick Collison" -c "Stripe"
The CLI outputs a formatted founder card with:
founder-scraper/
├── main.py # CLI entry point
├── scraper/
│ ├── github.py # GitHub REST API
│ ├── crunchbase.py # Crunchbase page scraper
│ ├── twitter.py # Twitter/X via Nitter
│ ├── web_search.py # DuckDuckGo search
│ └── safety.py # Input sanitization, SSRF protection
├── analyzer/
│ ├── enricher.py # Concurrent scraper orchestration
│ └── scorer.py # Claude API scoring engine
├── models/
│ └── founder.py # Pydantic data models
└── config/
└── thesis.py # Investment thesis templates
.gitignore