Everything you need to know about the 78 AI agents — what they are, how to use them, and how to create your own.
New here? An AI agent is just a set of instructions (a "personality") that makes a general-purpose AI act like a domain expert. No coding required to use them. See the Glossary for term definitions.
AI agents are pre-configured personality definitions for AI assistants. Each agent is a JSON file that contains:
- A specific role — What it specializes in (trading, analysis, staking, etc.)
- System prompt — Instructions that shape how the AI behaves and what it knows
- Tool access — Which MCP tools it can use for real-time data
- Knowledge — Domain-specific context and expertise
- Opening questions — Suggested first questions to ask the agent
You load an agent into your AI assistant (Claude, ChatGPT, etc.), and it becomes a specialist in that domain.
Analogy: Loading an agent is like handing an expert a role card before a conversation. The expert (your AI) reads the card and acts accordingly — bringing the right knowledge, using the right tools, and giving domain-specific answers.
- Agents don't run code — they're inert JSON text
- Agents don't access your wallet or keys — they need an MCP server for that
- Agents aren't magic — they improve AI accuracy in their domain but don't guarantee correct answers
- Agents don't learn between sessions — each conversation starts fresh
Not sure which agent to use? Start with your goal:
| I Want To... | Best Agent(s) | Category |
|---|---|---|
| Trade tokens on PancakeSwap | PancakeSwap Trader | BNB Chain |
| Earn interest on my crypto | Venus Protocol Expert, Binance Earn Specialist | BNB Chain |
| Stake BNB for rewards | BNB Staking Advisor, BNB Liquid Staking | BNB Chain |
| Check if a token is safe | BSC Smart Contract Auditor, BEP-20 Token Analyst | Security |
| Track whale wallets | BSC Whale Tracker | Intelligence |
| Bridge tokens between chains | BNB Bridge Expert, BNB Cross-Chain Bridge | Infrastructure |
| Trade futures on Binance | Binance Futures Expert | Trading |
| Manage a portfolio | BSC Portfolio Tracker | Portfolio |
| Get BNB Chain news and alpha | BNB Chain News Alpha | Intelligence |
| Build smart contracts on BSC | BSC Developer | Development |
| Optimize yields across DeFi | DeFi agents — Yield Optimization | DeFi |
| Set up a grid trading bot | DeFi agents — Trading Automation | DeFi |
Purpose-built for the BNB Chain ecosystem. Located in agents/bnb-chain-agents/.
| # | Agent | What It Does |
|---|---|---|
| 1 | PancakeSwap Trader | DEX trading, liquidity, yield farming on PancakeSwap v3 |
| 2 | Venus Protocol Expert | Lending, borrowing, liquidation on Venus |
| 3 | BNB Staking Advisor | Liquid staking optimization across validators |
| 4 | Binance Earn Specialist | Savings, staking, Launchpool yields |
| 5 | Binance Earn Advisor | Personalized Binance Earn recommendations |
| 6 | Binance Futures Expert | Futures trading strategies on Binance |
| 7 | Binance Spot Trader | Spot trading execution on Binance |
| 8 | BNB Chain Expert | General BNB Chain ecosystem knowledge |
| 9 | BNB DeFi Aggregator | Cross-protocol DeFi aggregation on BNB Chain |
| 10 | BEP-20 Token Analyst | Token security, smart money tracking |
| 11 | Binance Copy Trading | Mirror top performers' strategies |
| 12 | Greenfield Storage | Decentralized storage on BNB Greenfield |
| 13 | Thena DEX Expert | ve(3,3) DEX trading on Thena |
| 14 | BNB Liquid Staking | stkBNB, BNBx, ankrBNB strategies |
| 15 | BSC NFT Specialist | NFT trading and analysis on BSC |
| 16 | Binance Launchpad | IEO and token sale participation |
| 17 | opBNB Gaming Expert | GameFi on opBNB |
| 18 | BSC MEV Protection | Front-running protection strategies |
| 19 | BNB Chain Governance | DAO voting and proposals |
| 20 | BSC Smart Contract Auditor | Contract security analysis |
| 21 | BNB Chain News Alpha | Real-time BNB Chain news, alpha signals |
| 22 | BNB Cross-Chain Bridge | Cross-chain bridging between BSC and other networks |
| 23 | BNB RWA Stablecoin Expert | Real-world asset tokenization and stablecoins |
| 24 | BNB Token Launcher | Token creation and launch strategies on BSC |
| 25 | BSC Developer | Smart contract development on BSC |
| 26 | BSC Portfolio Tracker | Portfolio tracking across BSC protocols |
| 27 | BSC Whale Tracker | Smart money and whale wallet monitoring |
| 28 | BscScan Analytics | On-chain analytics via BscScan |
| 29 | CZ / Binance Expert | Binance ecosystem knowledge and history |
| 30 | Lista DAO Expert | Lista DAO lending and liquid staking |
| 31 | opBNB L2 Expert | Layer 2 scaling on opBNB |
| 32 | BNB Agent Builder | Building and deploying AI agents for BNB Chain |
| 33 | Binance Margin Expert | Margin trading strategies on Binance |
| 34 | Binance Web3 Wallet | Binance Web3 Wallet operations |
| 35 | Alpaca Finance Expert | Leveraged yield farming on Alpaca Finance |
| 36 | BNB Bridge Expert | Cross-chain bridging (BSC ↔ opBNB ↔ L2s) |
Cross-chain agents that work on any supported network. Located in agents/defi-agents/.
Categories:
| Category | Agents | Description |
|---|---|---|
| Portfolio Management | 8 | Tracking, rebalancing, tax, risk |
| Trading Automation | 7 | Grid, DCA, arbitrage, signals |
| Yield Optimization | 6 | Compounding, IL protection, rotation |
| Risk & Security | 5 | Auditing, rug detection, exposure |
| Market Intelligence | 5 | Sentiment, whale tracking, analytics |
| DeFi Protocols | 6 | Lending, DEX, derivatives |
| Infrastructure | 5 | Bridge, gas, RPC, indexing |
There are three ways to use agents, from simplest to most technical.
This is the easiest approach. No coding needed.
- Choose an agent from the lists above
- Find the agent file — e.g.,
agents/bnb-chain-agents/pancakeswap-trader.json - Open the file and copy the
systemRolefield (the long text string) - In Claude Desktop, create a new Project → click "Instructions" → paste the text
- Start chatting — Claude now behaves like that agent
What a conversation looks like with the PancakeSwap Trader agent loaded:
You: I want to swap 0.5 BNB for CAKE. What's the best route?
Claude (as PancakeSwap Trader): Let me check the current rates on PancakeSwap v3.
Based on current pricing:
- Direct route: 0.5 BNB → ~12.3 CAKE (via BNB/CAKE pool)
- Split route: 0.5 BNB → USDT → CAKE gives ~12.1 CAKE (slightly worse due to two swaps)
I recommend the direct route. The BNB/CAKE v3 pool has $45M TVL and tight spreads. With 0.5% slippage tolerance, your minimum output would be ~12.24 CAKE.
Want me to execute the swap?
The systemRole field in each agent JSON works with any AI platform:
{
"identifier": "pancakeswap-trader",
"meta": {
"title": "PancakeSwap Trader",
"description": "Expert DEX trading agent for PancakeSwap v3"
},
"systemRole": "You are a PancakeSwap trading expert..."
}Copy the systemRole value and use it as a system prompt in:
- ChatGPT (Custom Instructions)
- Claude (Projects → Instructions)
- Gemini
- Any LLM API
After running bun run build, all agents are available at public/index.json:
# Get all agents
cat public/index.json | jq '.agents | length' # → 78
# Find a specific agent
cat public/index.json | jq '.agents[] | select(.identifier == "pancakeswap-trader")'Every agent follows this schema:
{
"identifier": "unique-agent-id",
"author": "nirholas",
"createdAt": "2025-12-21",
"meta": {
"title": "Agent Display Name",
"description": "One-line description",
"tags": ["defi", "trading", "bnb"],
"avatar": "🥞",
"category": "trading"
},
"config": {
"model": "gpt-4o",
"temperature": 0.7,
"maxTokens": 4096
},
"systemRole": "You are a specialized AI agent that..."
}| Field | Type | Description |
|---|---|---|
identifier |
string | Unique ID (kebab-case) |
meta.title |
string | Display name |
meta.description |
string | Short description |
systemRole |
string | The agent's personality and expertise |
| Field | Type | Description |
|---|---|---|
meta.tags |
string[] | Searchable tags |
meta.avatar |
string | Emoji avatar |
meta.category |
string | Category for grouping |
config.model |
string | Preferred LLM model |
config.temperature |
number | Creativity (0-1) |
cp agents/bnb-chain-agents/agent-template.json agents/bnb-chain-agents/my-agent.json{
"identifier": "my-custom-agent",
"meta": {
"title": "My Custom Agent",
"description": "A specialized agent for my use case",
"tags": ["custom", "bnb"],
"avatar": "🤖"
},
"systemRole": "You are an expert in [your domain]. You help users with [specific tasks]. You always [key behaviors]."
}bun run build- Be specific — "You are a PancakeSwap v3 liquidity expert" beats "You know about DeFi"
- Define boundaries — Tell the agent what it should NOT do
- Include context — Reference specific protocols, contracts, or APIs
- Set tone — Professional? Casual? Technical? Define it
- Add safety rails — "Always warn about risks before recommending trades"
DeFi agents support 30+ languages:
| Language | Code | Status |
|---|---|---|
| English | en-US | ✅ Complete |
| Chinese (Simplified) | zh-CN | ✅ Complete |
| Japanese | ja-JP | ✅ Complete |
| Korean | ko-KR | ✅ Complete |
| Spanish | es-ES | ✅ Complete |
| French | fr-FR | ✅ Complete |
| German | de-DE | ✅ Complete |
| Portuguese (BR) | pt-BR | ✅ Complete |
| Russian | ru-RU | ✅ Complete |
| Arabic | ar | ✅ Complete |
| Turkish | tr-TR | ✅ Complete |
| Vietnamese | vi-VN | ✅ Complete |
| Thai | th-TH | ✅ Complete |
| Hindi | hi-IN | ✅ Complete |
| Polish | pl-PL | ✅ Complete |
| Italian | it-IT | ✅ Complete |
| Dutch | nl-NL | ✅ Complete |
| Indonesian | id-ID | ✅ Complete |
| Czech | cs-CZ | ✅ Complete |
| Danish | da-DK | ✅ Complete |
| Finnish | fi-FI | ✅ Complete |
| Greek | el-GR | ✅ Complete |
| Hebrew | he-IL | ✅ Complete |
| Hungarian | hu-HU | ✅ Complete |
| Malay | ms-MY | ✅ Complete |
| Norwegian | nb-NO | ✅ Complete |
| Romanian | ro-RO | ✅ Complete |
| Serbian | sr-RS | ✅ Complete |
| Swedish | sv-SE | ✅ Complete |
| Ukrainian | uk-UA | ✅ Complete |
Agents provide expertise, but they need MCP servers to access real data. Here are the most powerful combinations:
| Agent | + MCP Server | Result |
|---|---|---|
| PancakeSwap Trader | BNB Chain MCP | AI can quote and execute real DEX trades |
| Binance Futures Expert | Binance MCP | AI can place and manage futures positions |
| Portfolio Tracker | Universal Crypto MCP | AI tracks holdings across chains |
| Security Auditor | BNB Chain MCP | AI can read contract code and check on-chain data |
| BNB Chain News Alpha | Crypto News MCP | AI cross-references news with on-chain activity |
Without an MCP server: The agent gives theoretical advice based on its training data. With an MCP server: The agent can look up real-time data, verify claims, and execute actions.
- Glossary — Definitions for terms used on this page
- MCP Servers — Connect agents to blockchains for live data
- Examples — Real-world agent usage patterns
- Architecture — How agents fit in the system
- Getting Started — Install the toolkit first