Real-time risk-adjusted DeFi yield optimizer across 100+ chains — powered by DeFiLlama data.
Live App: defialphaagent.replit.app
Twitter: @DefiAlphaAgent
DeFi Alpha Agent scans 18,000+ liquidity pools across every major blockchain in real time, calculates a risk-adjusted score for each one, and surfaces the best yield opportunities — so you don't have to spend hours hunting across protocols.
No wallet connection required. No subscriptions. Just alpha.
- 18,000+ pools fetched live from DeFiLlama, refreshed every 5 minutes
- Risk-adjusted scoring —
APY × (TVL / $10M) × (1 − IL risk factor) - Top Recommendations — curated best opportunities ranked by score
- Earnings Calculator — input your investment amount, see daily/weekly/monthly/yearly projections
- Sparkline trend charts — Rising / Stable / Falling momentum per pool
- Sustainability flags — warns when APY is declining >20% in 7 days or reward liquidity is low
- Auto-compound detection — Beefy, Yearn, Gamma, Arrakis, Convex and more get a 10% score boost + badge
- IL Risk scoring — uses actual il7d/il14d data from DeFiLlama when available, falls back to symbol classification
- Educational tooltips — every metric explained inline for DeFi newcomers
One-click presets that map user intent to filter combinations:
| Preset | What it does |
|---|---|
| All Pools | Reset to defaults |
| Stable Yield | Stablecoin/lending pools, low IL, $1M+ TVL |
| High APY | 20%+ APY, $500k+ TVL |
| Safe & Sustainable | $10M+ TVL, low IL only |
| Auto-Compound | Beefy/Yearn/auto-compounding pools only |
| Watchlist | Your starred pools |
- Star any pool to save it — persists in browser storage, no account needed
- Watchlist chip shows count badge
- Empty state guides you to start starring pools
- Input your investment amount and risk tolerance (Conservative / Balanced / Aggressive)
- Algorithm selects and diversifies across chains and protocols (max 2 per chain, max 2 per project)
- Weights allocations by risk-adjusted score
- Shows blended APY, Net APY (after gas), and daily/monthly/yearly projections
| Profile | Min TVL | APY Range | Stablecoin Mix |
|---|---|---|---|
| Conservative | $50M | 3–25% | ~70% |
| Balanced | $10M | 5–60% | ~40% |
| Aggressive | $1M | 15–500% | ~15% |
- Top 50 stablecoin pools ranked by APY
- Filters: APY < 1000% and TVL ≥ $100k (removes outliers)
- Chain filter chips, full-text search by project/symbol/chain
- Summary stats: pool count, average APY, top APY, total stable TVL
Full market-wide dashboard with:
- APY Distribution histogram
- TVL by Chain (top 10)
- Risk Distribution pie chart
- Top Protocols by TVL
- Top 5 Gainers / Losers (7D APY change)
- Stablecoin vs Volatile pool comparison
- Auto-Compound vs Manual comparison
- Average APY by Chain
- Stablecoins by Chain (supply concentration from DeFiLlama stablecoins API)
- Market-Wide APY Trend (1D / 7D / 30D averages)
Structured beginner-to-advanced course covering:
- What is DeFi, liquidity pools, APY vs APR
- Impermanent loss, risk management
- How to read the dashboard and act on recommendations
Pools render as tap-friendly cards on mobile instead of a horizontal-scroll table — full feature parity with desktop.
Per-chain gas estimates baked into Net APY:
| Chain | Est. Gas/tx |
|---|---|
| Ethereum | ~$25 (high) |
| Arbitrum / Base / Optimism | ~$0.30–0.50 |
| Polygon / BSC | ~$0.05–0.10 |
| Solana / Fantom | ~$0.01 |
Manual pools assume 12 tx/year (claim + reinvest). Auto-compound assumes 2 tx/year.
Automated daily post of "Top 3 Alpha Finds" with risk-adjusted scores, TVL, and auto-compound status.
| Layer | Technology |
|---|---|
| Frontend | React 18 + TypeScript + Vite |
| Routing | Wouter |
| State / Data | TanStack React Query |
| Styling | Tailwind CSS + shadcn/ui + Radix UI |
| Charts | Recharts |
| Backend | Express.js + TypeScript |
| Database | PostgreSQL via Drizzle ORM |
| Data Source | DeFiLlama Yields API (free, no key required) |
| Analytics | Google Analytics (G-CD6MTB739E) |
| twitter-api-v2 (OAuth 1.0a) |
├── client/
│ └── src/
│ ├── components/
│ │ ├── Header.tsx # Navigation + dark mode toggle
│ │ ├── PoolsTable.tsx # Desktop pools table with sorting
│ │ ├── PoolsMobileCards.tsx # Mobile card view
│ │ ├── QuickGoalFilters.tsx # Preset filter chips
│ │ ├── FiltersBar.tsx # Chain/APY/TVL/IL filter controls
│ │ ├── Recommendations.tsx # Top scored pools section
│ │ └── EarningsCalculator.tsx # Investment return estimator
│ ├── pages/
│ │ ├── dashboard.tsx # Main yield dashboard
│ │ ├── portfolio.tsx # Portfolio builder
│ │ ├── stablecoins.tsx # Stablecoin leaderboard
│ │ ├── analytics.tsx # Market analytics charts
│ │ ├── learn.tsx # DeFi education course
│ │ └── faq.tsx # FAQ page
│ ├── hooks/
│ │ └── use-watchlist.ts # localStorage watchlist hook
│ └── lib/
│ ├── gas-costs.ts # Per-chain gas estimates
│ └── theme-context.tsx # Dark/light mode context
├── server/
│ ├── index.ts # Express server entry
│ ├── routes.ts # API endpoints + Twitter bot
│ └── storage.ts # DB interface (Drizzle ORM)
└── shared/
└── schema.ts # Drizzle schema + Zod types
| Method | Endpoint | Description |
|---|---|---|
| GET | /api/pools |
Pools with filters, sort, risk scores |
| GET | /api/stablecoins |
Stablecoin supply by chain (10-min cache) |
| GET | /api/twitter/preview |
Preview next scheduled tweet |
| POST | /api/twitter/post |
Manually trigger a tweet |
| Param | Type | Default | Description |
|---|---|---|---|
chain |
string | all |
Filter by chain name |
minApy |
number | 0 |
Minimum APY (%) |
maxApy |
number | 1000 |
Maximum APY (%) |
minTvl |
number | 0 |
Minimum TVL (USD) |
ilRisk |
string | all |
low, medium, high, or all |
stablecoin |
boolean | false |
Stablecoin pools only |
sortBy |
string | score |
apy, tvl, score |
sortDir |
string | desc |
asc or desc |
score = APY × (TVL / 10,000,000) × (1 − ilRiskFactor)
IL Risk Factors:
low(stable pairs, lending): 0.1medium(mixed pairs): 0.3high(volatile pairs): 0.6
Bonuses:
- Auto-compound pools: +10% score boost
- Enhanced IL data from DeFiLlama (
il7d/il14d) used when available
Sustainability Flags:
apyDeclining— APY dropped >20% in the last 7 dayslowLiquidityRewards— high reward ratio with low TVL/volume
- Node.js 20+
- PostgreSQL database
DATABASE_URL=postgresql://...
SESSION_SECRET=your-session-secret
# Optional: Twitter Bot
TWITTER_API_KEY=...
TWITTER_API_SECRET=...
TWITTER_ACCESS_TOKEN=...
TWITTER_ACCESS_SECRET=...npm install
npm run db:push # Apply database schema
npm run dev # Start dev server (port 5000)npm run build # Vite build + esbuild server bundle
npm start # Run production server- Create a project at developer.twitter.com
- Enable Read and Write permissions
- Generate all 4 credentials under OAuth 1.0a
- Add them as environment secrets
- Uncomment
startDailySchedule()inserver/routes.ts
The bot posts daily at a fixed interval with the top 3 risk-adjusted pools, filtering out any APY > 1000% and TVL < $1M.
| Data | Cache TTL |
|---|---|
| Pool data (DeFiLlama) | 2 minutes (server in-memory) |
| Stablecoin data | 10 minutes (server in-memory) |
| Filter/sort preferences | Permanent (localStorage) |
| Watchlist | Permanent (localStorage) |
| Earnings calculator state | Permanent (localStorage) |
This app is free to use. Revenue model:
- Affiliate banners — links to protocols featured in recommendations
- Sponsored pools — protocol partnerships for featured placement
- Donations — direct support link
No subscriptions. No paywalls. No wallet required.
- Email digest (weekly top picks)
- Telegram bot alerts
- Push notifications for APY changes
- Read-only wallet portfolio preview
- Public REST API with rate limiting
- Protocol safety/audit scoring integration
All yield data is sourced from DeFiLlama — the largest open DeFi data aggregator. No API key required.
- Yields API:
https://yields.llama.fi/pools - Stablecoins API:
https://stablecoins.llama.fi/stablecoins
DeFi Alpha Agent does not store or redistribute raw DeFiLlama data. All data is fetched live and processed server-side.
This tool is for informational purposes only. Nothing on this site constitutes financial advice. DeFi carries significant risk including smart contract exploits, impermanent loss, and total loss of funds. Always do your own research.
MIT