Unified crypto scanner — all signals, one tool.
Combines market data, on-chain metrics, developer activity, and Reddit community sentiment into a single, production-ready scanner.
- Python 3.10+ (download)
- Git
git clone https://github.com/Lolarok/moltstreet-intelligence.git
cd moltstreet-intelligenceexport GITHUB_TOKEN=your_github_patSenza token: 60 richieste/ora. Con token: 5,000/ora.
# Scan base (includi social Reddit)
python3 src/main.py
# Top 10 con dashboard
python3 src/main.py --top 10 --dashboard
# Filtra per settore
python3 src/main.py --sector ai
# Output JSON
python3 src/main.py --json
# Scan veloce (skip Reddit)
python3 src/main.py --no-social# Dopo aver generato i dati con --dashboard
open dashboard/index.htmlexport TELEGRAM_BOT_TOKEN=your_token_here
export TELEGRAM_CHAT_ID=your_chat_id
python3 src/main.py --telegramexport MAIL_APPPASSWORD=your_gmail_app_password
python3 src/main.py --emailTutto usa Python stdlib + API gratuite. Zero pip install.
Every day, the scanner:
- Fetches live prices from CoinGecko (free API)
- Fetches TVL + DEX/perp volumes from DeFiLlama (free API)
- Checks Fear & Greed index (contrarian signal)
- Measures GitHub activity (dev commits + stars)
- Searches Reddit for community sentiment & engagement
- Detects trending coins on CoinGecko
- Scores each project 0-100 with a weighted multi-factor model
- Generates a live dashboard + email alerts
| Signal | Weight | What It Measures |
|---|---|---|
| 24h Momentum | 8% | Short-term price direction |
| 7d Momentum | 12% | Near-term trend |
| 30d Momentum | 8% | Sustained movement |
| ATH Discount | 12% | Value vs all-time high (contrarian) |
| Volume/MCap | 8% | Genuine trading interest |
| TVL Level | 5% | DeFi capital deployed |
| TVL Change 7d | 8% | DeFi growth momentum |
| Fear & Greed | 5% | Market sentiment (contrarian) |
| GitHub Activity | 9% | Developer health |
| MCap Upside | 8% | Small cap = asymmetric returns |
| Social (Reddit) | 17% | Community engagement + sentiment |
Ratings: 78+ = STRONG BUY | 65+ = ALERT | 50+ = WATCH | <50 = HOLD
Reddit community data is now a first-class signal:
- Engagement: Thread upvotes, comment counts, discussion volume
- Sentiment: Average upvote ratio (bullish vs bearish sentiment)
- Discovery: Auto-searches coin-specific subreddits (r/solana, r/HyperliquidDEX, etc.)
- Scoring: Log-scaled engagement + sentiment weighting (adapted from last30days-skill)
Subreddits covered: r/CryptoCurrency, r/CryptoMarkets, r/altcoin, r/defi + coin-specific subs.
No API keys required — uses Reddit's public JSON endpoint.
# Generate data.json
python3 src/main.py --dashboard
# Open dashboard
open dashboard/index.htmlThe dashboard includes per-coin social data: thread count, upvotes, sentiment score, and top threads with links.
| Source | Data | Cost |
|---|---|---|
| CoinGecko | Prices, markets, trending | Free |
| DeFiLlama | TVL, DEX volumes, perp volumes | Free |
| Alternative.me | Fear & Greed index | Free |
| GitHub API | Commit activity, stars | Free |
| Community sentiment + engagement | Free (public JSON) |
Total cost: $0/month
All settings in src/config.py:
- WATCHLIST — coins to scan
- WEIGHTS — scoring model weights (must sum to 1.0)
- SECTORS — category filters
- GITHUB_REPOS — protocol repos for activity tracking
- COIN_SUBREDDITS (in
social.py) — coin-specific subreddits
moltstreet-intelligence/
├── src/
│ ├── config.py ← watchlist, weights, thresholds
│ ├── sources/
│ │ ├── coingecko.py ← prices, markets, trending
│ │ ├── defillama.py ← TVL, DEX/perp volumes
│ │ ├── github.py ← commits + stars
│ │ ├── feargreed.py ← Fear & Greed index
│ │ └── social.py ← Reddit sentiment [NEW]
│ ├── scoring.py ← weighted scoring engine
│ ├── alerts.py ← email alerts
│ └── main.py ← CLI orchestrator
├── dashboard/
│ ├── index.html ← live dashboard
│ └── data.json ← generated
├── .github/workflows/
│ └── scanner.yml ← daily cron
└── README.md
- Added Reddit social signals source (
src/sources/social.py) - Added social signal scoring (17% weight in composite)
- Added coin-specific subreddit search (r/solana, r/HyperliquidDEX, etc.)
- Added
--no-socialflag for faster scans - Added social data to dashboard output (threads, upvotes, sentiment, top threads)
- Rebalanced all weights to accommodate social signal (total still 1.0)
- Multi-signal scoring architecture inspired by last30days-skill
Not financial advice. DYOR. MoltStreet Intelligence v3.1
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