web3-agent-kit 1.6.0

Open-source framework for building autonomous AI agents that interact with blockchain networks

🤖 Web3 Agent Kit

Build autonomous AI agents that interact with blockchains — in minutes, not months.

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🤔 Why Web3 Agent Kit?

Building AI agents that interact with blockchains is hard. You need to juggle RPC providers, wallet management, transaction signing, gas estimation, DeFi protocol ABIs, LLM integration, and safety rails — all before writing a single line of business logic.

Web3 Agent Kit handles all of that for you.

Pain Point	Without Web3 Agent Kit	With Web3 Agent Kit
Setup	Days of boilerplate	pip install → 5 lines of code
Multi-chain	Write adapters per chain	Built-in for 7+ chains
LLM Integration	Manual prompt engineering	Natural language goals, auto-parsed
Safety	Build your own guardrails	Spend limits, kill switch, operator confirmation
DeFi	Read docs, write ABIs	Drop-in Uniswap, Aave, bridges
Yield	Manual research, claim, compound	Auto-compound, cross-protocol APY comparison
DCA	Manual recurring buys	Automated DCA with intervals, limits, callbacks
Gas	Guess gas prices	Smart estimation, timing, batching
Security	Manual approval checks	Auto-scan & revoke risky approvals
Alerts	Manual whale tracking	Auto-monitor wallets, instant alerts
Multi-wallet	Manage keys manually	Batch ops, consolidated portfolio, wallet groups
Airdrops	Manual quest hunting	Auto-track campaigns, multi-wallet farming, Sybil-safe
Token Security	Manual research	Honeypot detection, rug pull check, contract audit
Extensibility	Hard-coded logic	Plugin system — community can extend anything
Error Handling	Manual retry logic	Auto-fallback across LLM providers & RPCs

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🏗️ Architecture

┌─────────────────────────────────────────────────────────────────────┐
│                        User / Application                          │
│                    "Swap 0.1 ETH to USDC on Base"                  │
└──────────────────────────────┬──────────────────────────────────────┘
                               │
                               ▼
┌─────────────────────────────────────────────────────────────────────┐
│                          Agent Framework                            │
│  ┌───────────┐  ┌──────────────┐  ┌─────────────┐  ┌────────────┐ │
│  │ Goal      │→ │ LLM Planner  │→ │ Tool        │→ │ Transaction│ │
│  │ Parser    │  │ (cascade)    │  │ Router      │  │ Executor   │ │
│  └───────────┘  └──────────────┘  └─────────────┘  └─────┬──────┘ │
└───────────────────────────────────────────────────────────┼────────┘
                                                            │
                               ┌────────────────────────────┼────────┐
                               │         Safety Layer       │        │
                               │  ┌─────────────────────────┼──────┐ │
                               │  │ Spend Governor          │      │ │
                               │  │ • Per-tx limits         │      │ │
                               │  │ • Daily caps            │      │ │
                               │  │ • Kill switch           │      │ │
                               │  │ • Operator confirmation │      │ │
                               │  └─────────────────────────┘      │ │
                               └────────────────────────────────────┘
                                                            │
                               ┌────────────────────────────┼────────┐
                               │      Tool Ecosystem        │        │
                               │  ┌─────────┐ ┌──────────┐ │        │
                               │  │ Uniswap │ │ Bridge   │ │        │
                               │  │ V2/V3   │ │ Agg.     │ │        │
                               │  ├─────────┤ ├──────────┤ │        │
                               │  │ Sniper  │ │ Portfolio│ │        │
                               │  │ Module  │ │ Tracker  │ │        │
                               │  └─────────┘ └──────────┘ │        │
                               └────────────────────────────┼────────┘
                                                            │
                               ┌────────────────────────────┼────────┐
                               │    Chain Abstraction Layer  │        │
                               │  ┌──────┐ ┌──────┐ ┌────┐ │        │
                               │  │ ETH  │ │ BASE │ │ARB │ │        │
                               │  ├──────┤ ├──────┤ ├────┤ │        │
                               │  │ OP   │ │ MATIC│ │AVAX│ │        │
                               │  ├──────┤ ├──────┤ ├────┤ │        │
                               │  │ BSC  │ │      │ │    │ │        │
                               │  └──────┘ └──────┘ └────┘ │        │
                               └────────────────────────────────────┘

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📊 Comparison vs Alternatives

Feature	Web3 Agent Kit	LangChain + Web3	Custom Bot	Goat SDK
Setup Time	Minutes	Hours	Days	Hours
Multi-chain	7+ chains	Manual	Manual	Limited
Built-in LLM	6 providers	DIY	❌	❌
DeFi Tools	Uniswap, Aave, bridges	❌	❌	Limited
Token Sniper	✅	❌	❌	❌
DCA Bot	✅	❌	❌	❌
Gas Optimizer	✅	❌	❌	❌
Approval Manager	✅	❌	❌	❌
Wallet Watcher	✅	❌	❌	❌
Yield Optimizer	✅	❌	❌	❌
Multi-Wallet	✅	❌	❌	❌
Airdrops	✅	❌	❌	❌
Token Security	✅	❌	❌	❌
Plugin System	✅	❌	❌	❌
Safety Rails	✅ Governor	❌	❌	❌
Natural Language	✅	Partial	❌	❌
Python Native	✅	✅	Varies	❌ (TS)
Type Hints	✅	Partial	Varies	N/A
Active Maintenance	✅	✅	Depends	Limited

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🎯 Quick Start

1. Install

pip install web3-agent-kit

2. Set Environment Variables

# Required: Wallet private key
export PRIVATE_KEY="0x..."

# Required: At least one LLM provider key
export OPENAI_API_KEY="sk-..."        # OpenAI
export ANTHROPIC_API_KEY="sk-ant-..."  # Anthropic (best reasoning)
export GROQ_API_KEY="gsk_..."          # Groq (fastest)
export DEEPSEEK_API_KEY="sk-..."       # DeepSeek (cheapest)

# Optional: Custom RPC endpoints (public defaults are provided)
export ETH_RPC="https://..."
export BASE_RPC="https://..."

3. CLI Tool (Optional)

# Check environment
wak doctor

# Show library info & capabilities
wak info

# List available examples
wak examples

# Check wallet balance
wak wallet balance --address 0x... --chain ethereum

# Token safety check
wak token check --address 0x...

# Gas prices
wak gas --chain ethereum

# Run an AI agent
wak agent --goal "swap 0.1 ETH to USDC on Base" --wallet 0x... --chain base

4. Write Your First Agent

from web3_agent_kit import Agent, Wallet, Chain, ChainManager
from web3_agent_kit.defi import Uniswap

# Setup
chain_manager = ChainManager(chains=[Chain.BASE])
wallet = Wallet.from_env("PRIVATE_KEY", chain_manager=chain_manager)
uniswap = Uniswap(chain_manager=chain_manager)

# Create agent with LLM reasoning
agent = Agent(
    wallet=wallet,
    chains=[Chain.BASE],
    tools=[uniswap],
)

# Natural language swap — that's it!
result = agent.run("Swap 0.1 ETH to USDC on Base")
print(result)

4. Run It

python my_agent.py

💡 Tip: Start with a small amount on a testnet or use dry_run=True mode to validate behavior before going live.

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✨ Features

🤖 Core

• 🔗 Multi-chain support — Ethereum, Base, Arbitrum, Optimism, Polygon, Avalanche, BSC
• 🧠 LLM-powered reasoning — Multi-provider cascade (OpenAI, Anthropic, Groq, DeepSeek, OpenRouter, Kimi)
• 🎯 Natural language goals — Tell the agent what to do in plain English
• 🔐 Governed signing — Safety caps, kill-switch, operator confirmation

💰 DeFi

• 💱 Uniswap V2 swaps — Actual token swaps with quotes, approvals, slippage protection
• 🌉 Cross-chain bridges — Li.Fi + Socket aggregators for best routes
• 📊 Portfolio tracking — Real-time balances, P&L across all chains

🔫 Sniper

• 🎯 Token sniper — Monitor new liquidity pools, auto-buy safe tokens
• 🛡️ Risk assessment — Honeypot detection, liquidity checks, contract analysis
• ⚡ Live monitoring — Background thread with callback alerts

📈 DCA Bot

• 🔄 Recurring buys — Dollar-cost average into any token automatically
• ⏰ Flexible intervals — Hourly, daily, weekly, biweekly, monthly
• 🛑 Spending limits — Max buys, max total spend, auto-stop
• 📊 Cost average analysis — Track avg price, min/max, P&L
• 💾 Persistent orders — Survives restarts, stored on disk
• 🔔 Callbacks — Hook into execution events for notifications

🔒 Security Module (NEW!)

• 🍯 Honeypot detection — Check if token can be sold before buying
• 🧶 Rug pull checker — Assess rug pull risk factors
• 📝 Contract audit — Detect hidden mint, blacklist, pause, proxy patterns
• 💰 Tax checker — Buy/sell tax analysis
• 💧 Liquidity analysis — Locked %, lock duration
• 👥 Holder analysis — Concentration, whale detection
• 📊 Safety score — 0-100 score with risk levels
• 🌐 GoPlus API — Real-time token security data
• 📈 DexScreener — Liquidity data integration

🪂 Airdrop Automation (NEW!)

• 🔍 Campaign Discovery — Auto-scan 7 platforms (Galxe, Zealy, Layer3, QuestN, TaskOn, Intract, Port3)
• ⛓️ On-chain Farming — DeFi interactions for airdrops (Base, Ethereum, Arbitrum, Optimism, Scroll, Linea, zkSync)
• ⏰ Daily Scheduler — Automate recurring tasks with retry logic
• 📊 Points Dashboard — Track points across all platforms with history
• 🔗 Referral Manager — Generate, track, and optimize referral links
• 🚰 Faucet Claimer — Auto-claim testnet tokens from 12+ faucets
• 🤖 Multi-wallet — Sybil avoidance, wallet rotation
• 🔌 Plugin System — Extend with custom platform executors

🌐 REST API

• 📡 18 endpoints — Full HTTP API for all modules
• 🔑 API key auth — Secure access control
• 📖 Swagger UI — Interactive API documentation
• 🔄 Auto-fallback — Multi-provider LLM cascade

🔌 Plugin System

• 📦 Plugin registry — Discover and load plugins dynamically
• 🛠️ Custom plugins — Extend with your own tools
• 🔄 Hot reload — Add plugins without restarting

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🌐 REST API

Full HTTP API for all modules — use from any language (JavaScript, curl, etc):

# Start the API server
python -m src.api

# Or with API key
WEB3_API_KEY=your-secret python -m src.api

Endpoints:

Endpoint	Method	Description
/wallet/info	GET	Wallet info + balance
/swap/quote	GET	Get swap quote
/swap/execute	POST	Execute token swap
/portfolio/	GET	Portfolio dashboard
/gas/estimate	GET	Gas estimates (EIP-1559)
/gas/recommendation	GET	Gas timing recommendation
/watcher/list	GET	List watched wallets
/watcher/add	POST	Add wallet to watch
/approval/scan	GET	Scan token approvals
/approval/risk	GET	Risk report
/dca/orders	GET/POST	List/create DCA orders
/yield/opportunities	GET	Scan yield opportunities
/yield/best	GET	Find best yield
/bridge/quote	GET	Get bridge quote
/bridge/execute	POST	Execute bridge
/health	GET	Health check
/docs	GET	Swagger UI
/redoc	GET	ReDoc documentation

Example:

# Get gas estimate
curl http://localhost:8000/gas/estimate?chain=ethereum

# Get swap quote
curl "http://localhost:8000/swap/quote?token_in=ETH&token_out=USDC&amount_in=1.0"

# Scan approvals
curl http://localhost:8000/approval/scan?chain=ethereum

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🎯 Showcase

Telegram Bot

A full-featured Telegram bot built with web3-agent-kit:

cd showcase/telegram-bot
pip install -r requirements.txt
python bot.py

Features: balance check, token swap, portfolio tracking, token sniper, cross-chain bridge.

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📦 Examples

Example	Description
examples/llm_swap_agent.py	LLM-powered natural language swapping
examples/direct_swap.py	Programmatic Uniswap swap without LLM
examples/token_sniper.py	Monitor new pairs, auto-buy safe tokens
examples/portfolio_dashboard.py	Real-time portfolio across chains
examples/bridge_agent.py	Cross-chain transfers via Li.Fi/Socket
examples/swap_agent.py	Autonomous token swapping
examples/yield_optimizer.py	Cross-protocol yield farming + auto-compound
examples/multi_wallet.py	Multi-wallet management + batch ops
examples/plugin_system.py	Plugin system usage + custom plugins
examples/dca_bot.py	Dollar-cost averaging bot with intervals & limits
examples/api_server.py	REST API server with Swagger docs
examples/airdrop_farmer.py	Multi-chain airdrop farming
examples/sniper_bot.py	Token launch sniper
examples/portfolio_tracker.py	Portfolio tracking & reporting
examples/airdrop_suite.py	Full airdrop automation suite
examples/security_analysis.py	Token security analysis

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🧠 LLM Integration

Multi-provider cascade with automatic fallback:

from web3_agent_kit.agent import LLM, LLMConfig

# Use any LLM provider with automatic fallback
llm = LLM(LLMConfig(
    providers=["anthropic", "openai", "groq", "deepseek"],
    model="claude-3-5-sonnet-20241022",
))

# Natural language → structured action
action = llm.parse("Swap 0.1 ETH to USDC on Base")
# → {"tool": "uniswap", "action": "swap", "params": {...}}

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🔒 Security Module

Analyze tokens before interacting:

from web3_agent_kit.security import TokenAnalyzer, SecurityConfig

analyzer = TokenAnalyzer(SecurityConfig(chain="base"))

# Quick check
result = analyzer.quick_check("0x...")
print(f"Is Honeypot: {result['is_honeypot']}")

# Full analysis
report = analyzer.analyze_token("0x...")
print(f"Safety Score: {report.safety_score}/100")
print(f"Risk Level: {report.risk_level.value}")

if report.is_honeypot:
    print("🚨 HONEYPOT DETECTED!")
elif report.safety_score < 50:
    print("⚠️ HIGH RISK TOKEN")
else:
    print("✓ Safe to trade")

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🪂 Airdrop Automation

Automate airdrop farming across multiple platforms:

from web3_agent_kit.airdrop import (
    CampaignDiscovery,
    OnChainAirdropFarmer,
    AirdropScheduler,
    PointsDashboard,
    ReferralManager,
    FaucetClaimer,
)

# Discover new campaigns
discovery = CampaignDiscovery()
campaigns = discovery.discover_all()

# On-chain farming (dry run)
farmer = OnChainAirdropFarmer(OnChainConfig(chain="base", dry_run=True))
farmer.farm_plan("base_activity")

# Schedule daily tasks
scheduler = AirdropScheduler()
scheduler.add_daily("galxe_checkin", "09:00", galxe_checkin_fn)

# Track points
dashboard = PointsDashboard(DashboardConfig(wallet="0x..."))
dashboard.sync_all()

# Generate referrals
manager = ReferralManager()
manager.generate_links(count=10)

# Claim testnet tokens
claimer = FaucetClaimer()
claimer.claim_all(wallet="0x...")

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📊 Project Stats

• Version: 1.2.0
• Modules: 20+
• Tests: 565+
• Examples: 18
• Chains: 7+
• License: MIT

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🤝 Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

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📄 License

MIT License — see LICENSE for details.

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🙏 Acknowledgments

• Uniswap — DEX protocol
• Li.Fi — Bridge aggregator
• Socket — Bridge aggregator
• GoPlus — Token security API
• DexScreener — DEX data

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Made with ❤️ by @itseywacc