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| 1 | +# DeFi Agents |
| 2 | + |
| 3 | +Catalog of 43 AI agent definitions for DeFi intelligence, built with the PumpKit agent framework. |
| 4 | + |
| 5 | +--- |
| 6 | + |
| 7 | +## Overview |
| 8 | + |
| 9 | +The DeFi agents package (`packages/defi-agents/`) provides pre-built AI agent definitions that can be deployed to any compatible platform. Each agent is a JSON file with a system prompt, plugin list, and metadata. |
| 10 | + |
| 11 | +### Agent Categories |
| 12 | + |
| 13 | +| Category | Count | Focus | |
| 14 | +|----------|-------|-------| |
| 15 | +| Master Agents | 3 | Multi-tool orchestrators | |
| 16 | +| Ecosystem Agents | 5+ | Chain-specific analysis | |
| 17 | +| Portfolio Agents | 5+ | Asset management & tracking | |
| 18 | +| General DeFi Agents | 10+ | Yields, swaps, staking | |
| 19 | +| Security Agents | 5+ | Auditing & threat detection | |
| 20 | +| Crypto News Agents | 3+ | News & regulatory monitoring | |
| 21 | + |
| 22 | +--- |
| 23 | + |
| 24 | +## Agent Structure |
| 25 | + |
| 26 | +Each agent definition includes: |
| 27 | + |
| 28 | +```json |
| 29 | +{ |
| 30 | + "id": "agent-id", |
| 31 | + "name": "Agent Display Name", |
| 32 | + "avatar": "🤖", |
| 33 | + "description": "What this agent does", |
| 34 | + "systemPrompt": "You are an AI assistant specializing in...", |
| 35 | + "plugins": ["pump-fun-sdk", "coingecko"], |
| 36 | + "category": "defi", |
| 37 | + "createdAt": "2026-03-06T00:00:00Z" |
| 38 | +} |
| 39 | +``` |
| 40 | + |
| 41 | +--- |
| 42 | + |
| 43 | +## Master Agents (3) |
| 44 | + |
| 45 | +| Agent | Description | Plugins | |
| 46 | +|-------|-------------|---------| |
| 47 | +| DeFi Master | Orchestrates all DeFi operations | All plugins | |
| 48 | +| Solana Master | Solana-specific operations | pump-fun-sdk, dexscreener | |
| 49 | +| Security Master | Full security audit suite | contract-scanner, phishing-detector | |
| 50 | + |
| 51 | +## Ecosystem Agents (5+) |
| 52 | + |
| 53 | +| Agent | Focus | Key Plugin | |
| 54 | +|-------|-------|------------| |
| 55 | +| Solana Analyst | Solana ecosystem analysis | pump-fun-sdk | |
| 56 | +| Ethereum Analyst | ETH DeFi protocols | defillama, thegraph | |
| 57 | +| Multi-Chain Monitor | Cross-chain tracking | defillama | |
| 58 | +| DEX Tracker | DEX activity monitoring | dexscreener | |
| 59 | +| Token Launcher | Token launch workflows | pump-fun-sdk | |
| 60 | + |
| 61 | +## Portfolio Agents (5+) |
| 62 | + |
| 63 | +| Agent | Capability | Plugins | |
| 64 | +|-------|-----------|---------| |
| 65 | +| Portfolio Tracker | Balance & PnL tracking | coingecko, defillama | |
| 66 | +| Yield Optimizer | Best yield discovery | beefy, defillama | |
| 67 | +| Risk Analyzer | Portfolio risk assessment | coingecko | |
| 68 | +| Tax Reporter | Transaction tax reporting | coingecko | |
| 69 | +| Rebalancer | Portfolio rebalancing | oneinch, coingecko | |
| 70 | + |
| 71 | +## General DeFi Agents (10+) |
| 72 | + |
| 73 | +| Agent | Focus | Key Plugin | |
| 74 | +|-------|-------|------------| |
| 75 | +| Swap Router | Best swap routes | oneinch | |
| 76 | +| Yield Farmer | Yield opportunities | beefy, defillama | |
| 77 | +| Staking Guide | Staking comparisons | lido | |
| 78 | +| Price Oracle | Price feeds | coingecko | |
| 79 | +| Liquidity Provider | LP management | dexscreener | |
| 80 | + |
| 81 | +## Security Agents (5+) |
| 82 | + |
| 83 | +| Agent | Specialization | Key Plugin | |
| 84 | +|-------|---------------|------------| |
| 85 | +| Contract Scanner | Smart contract analysis | contract-scanner | |
| 86 | +| Phishing Detector | URL/contract threat check | phishing-detector | |
| 87 | +| Address Labeler | Known address identification | address-labels | |
| 88 | +| Grant Finder | Matching users to grant programs | grants-finder | |
| 89 | +| Security Auditor | Contract safety evaluation | contract-scanner, phishing-detector | |
| 90 | +| Validator Guide | Staking provider comparison | lido | |
| 91 | + |
| 92 | +## Crypto News Agents (3+) |
| 93 | + |
| 94 | +| Agent | Focus | |
| 95 | +|-------|-------| |
| 96 | +| News Aggregator | Multi-source crypto news compilation | |
| 97 | +| Market Reporter | Daily/weekly market summaries | |
| 98 | +| Regulatory Monitor | Regulatory updates and compliance news | |
| 99 | + |
| 100 | +--- |
| 101 | + |
| 102 | +## Creating a New Agent |
| 103 | + |
| 104 | +### 1. Create the Agent Definition |
| 105 | + |
| 106 | +```bash |
| 107 | +# Create the agent JSON |
| 108 | +cat > packages/defi-agents/src/my-agent.json << 'EOF' |
| 109 | +{ |
| 110 | + "id": "my-agent", |
| 111 | + "name": "My Custom Agent", |
| 112 | + "avatar": "🤖", |
| 113 | + "description": "Describe what this agent does", |
| 114 | + "systemPrompt": "You are an AI assistant specializing in...", |
| 115 | + "plugins": ["pump-fun-sdk", "coingecko"], |
| 116 | + "category": "defi", |
| 117 | + "createdAt": "2026-03-06T00:00:00Z" |
| 118 | +} |
| 119 | +EOF |
| 120 | +``` |
| 121 | + |
| 122 | +### 2. Create the Locale File (Required) |
| 123 | + |
| 124 | +```bash |
| 125 | +cat > packages/defi-agents/locales/my-agent.en-US.json << 'EOF' |
| 126 | +{ |
| 127 | + "name": "My Custom Agent", |
| 128 | + "description": "Describe what this agent does", |
| 129 | + "systemPrompt": "You are an AI assistant specializing in..." |
| 130 | +} |
| 131 | +EOF |
| 132 | +``` |
| 133 | + |
| 134 | +> ⚠️ **Required:** The build fails without a locale file for each agent. |
| 135 | +
|
| 136 | +### 3. Generate Translations |
| 137 | + |
| 138 | +```bash |
| 139 | +cd packages/defi-agents |
| 140 | +bun run format # Uses OpenAI to generate 18 language translations |
| 141 | +``` |
| 142 | + |
| 143 | +### 4. Build and Deploy |
| 144 | + |
| 145 | +```bash |
| 146 | +bun run build # Builds index.json and per-agent files |
| 147 | +# Deployment: push to main → GitHub Actions auto-deploys to GitHub Pages |
| 148 | +``` |
| 149 | + |
| 150 | +--- |
| 151 | + |
| 152 | +## Plugin Reference |
| 153 | + |
| 154 | +Agents reference plugins by ID. These map to API endpoints in `packages/plugin.delivery/`: |
| 155 | + |
| 156 | +| Plugin ID | Endpoints | Status | API Base | |
| 157 | +|-----------|-----------|--------|----------| |
| 158 | +| `pump-fun-sdk` | bonding-curve, market-cap, price-quote, fee-sharing, fee-tier, token-incentives | ✅ | `/api/pump-fun-sdk/` | |
| 159 | +| `coingecko` | price, trending | ✅ | `/api/coingecko/` | |
| 160 | +| `defillama` | protocols, protocol, chains, yields, stablecoins | ✅ | `/api/defillama/` | |
| 161 | +| `dexscreener` | pair, search, trending, new-listings | ✅ | `/api/dexscreener/` | |
| 162 | +| `beefy` | vaults | ✅ | `/api/beefy/` | |
| 163 | +| `lido` | stats | ✅ | `/api/lido/` | |
| 164 | +| `oneinch` | quote | ✅ | `/api/oneinch/` | |
| 165 | +| `thegraph` | query, subgraphs, network-stats | ✅ | `/api/thegraph/` | |
| 166 | +| `address-labels` | get-label, search-entity | 🚧 | `/api/address-labels/` | |
| 167 | +| `contract-scanner` | scan-token, check-honeypot | 🚧 | `/api/contract-scanner/` | |
| 168 | +| `phishing-detector` | check-url, check-contract | 🚧 | `/api/phishing-detector/` | |
| 169 | +| `grants-finder` | get-active-grants, search-grants | 🚧 | `/api/grants-finder/` | |
| 170 | +| `gas-estimator` | estimate-gas, simulate-transaction | 🚧 | `/api/gas-estimator/` | |
| 171 | + |
| 172 | +--- |
| 173 | + |
| 174 | +## Testing Agents |
| 175 | + |
| 176 | +### Verify Agent Structure |
| 177 | + |
| 178 | +```bash |
| 179 | +# Validate all agent JSONs |
| 180 | +cd packages/defi-agents |
| 181 | +node -e " |
| 182 | + const fs = require('fs'); |
| 183 | + const agents = fs.readdirSync('src').filter(f => f.endsWith('.json')); |
| 184 | + agents.forEach(f => { |
| 185 | + const agent = JSON.parse(fs.readFileSync('src/' + f, 'utf8')); |
| 186 | + const required = ['id', 'name', 'description', 'systemPrompt', 'plugins']; |
| 187 | + const missing = required.filter(k => !agent[k]); |
| 188 | + if (missing.length) console.error(f + ': missing ' + missing.join(', ')); |
| 189 | + else console.log('✅ ' + f); |
| 190 | + }); |
| 191 | +" |
| 192 | +``` |
| 193 | + |
| 194 | +--- |
| 195 | + |
| 196 | +## Best Practices |
| 197 | + |
| 198 | +1. **System prompts should be specific** — Tell the agent exactly what it can and cannot do |
| 199 | +2. **List only plugins the agent needs** — Don't give every agent access to every plugin |
| 200 | +3. **Include examples in system prompts** — Show the agent what good responses look like |
| 201 | +4. **Test with edge cases** — What happens when data is unavailable? When the user asks something off-topic? |
| 202 | +5. **Keep descriptions concise** — Users see descriptions in the marketplace; they should understand the agent's purpose in one line |
| 203 | +6. **Use appropriate avatars** — Emoji that match the agent's function (📊 for analytics, 🔒 for security, etc.) |
| 204 | + |
| 205 | +--- |
| 206 | + |
| 207 | +## Related |
| 208 | + |
| 209 | +- [Tutorial 25: DeFi Agents Integration](../tutorials/25-defi-agents-integration.md) — Building with the agent framework |
| 210 | +- [Architecture](./architecture.md) — System design overview |
| 211 | +- [API Reference](./api-reference.md) — SDK method catalog |
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