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AI Trading Agent Platform - Trade Crypto, Forex, Stocks & DeFi with AI agents

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Clawtrade

AI Trading Agent Platform — Trade Crypto, Forex, Stocks & DeFi with AI agents.

Self-hosted, open-source. One platform for Binance, Bybit, OKX, MetaTrader 5, Interactive Brokers, Hyperliquid, and Uniswap.

Dashboard

Analytics

Agent Chat

Settings


Quick Start

# Install
npm install -g clawtrade

# Setup (interactive wizard)
clawtrade init

# Start server
clawtrade serve

Open http://localhost:9090 for the web dashboard.

Features

Multi-Asset Trading

  • Crypto CEX — Binance, Bybit, OKX (spot, futures, margin)
  • Crypto DEX — Uniswap, Hyperliquid, Jupiter
  • Forex/CFD — MetaTrader 5 (via Python API, auto-setup)
  • Stocks — Interactive Brokers gateway
  • Paper Trading — Simulated mode for risk-free testing

AI Agent (Tool Use)

  • Real tool use — Agent calls tools to fetch live data, not just chat
  • 14 built-in tools: get_price, get_candles, analyze_market, get_balances, get_positions, risk_check, calculate_position_size, place_order, cancel_order, get_open_orders, backtest, create_alert, list_alerts, delete_alert
  • Context injection: system prompt includes live balances, positions, risk limits, trade history
  • Agent loop: LLM calls tools → executes → returns results → LLM responds with real data
  • Supports all 6 LLM providers with native tool use (Anthropic, OpenAI, DeepSeek, OpenRouter, Google Gemini, Ollama)
  • MCP support — Connect external MCP servers for custom tools (indicators, news, alerts)
  • 5 sub-agents: market analyst, devil's advocate, narrative tracker, reflection engine, correlation scanner
  • 5-layer memory system with learning from past trades
  • Configurable confidence thresholds and confirmation modes

Backtesting Engine

  • Strategy backtesting via agent chat — "Backtest RSI strategy on BTC/USDT 4h"
  • Built-in strategies: Price Action, SMC (Smart Money Concepts)
  • Custom expression rules: "rsi < 30 AND close > sma_50"
  • Multi-timeframe analysis (15m, 1h, 4h)
  • Results include: total return, win rate, max drawdown, Sharpe ratio, trade count
  • Historical candle data from connected exchanges

Multi-Exchange Portfolio

  • Aggregated portfolio view across all connected exchanges
  • Real-time price streaming via EventBus
  • Unified P&L tracking (unrealized + realized)
  • Asset allocation breakdown (Crypto, Forex, Stocks, DeFi)
  • Portfolio performance chart with S&P 500 / BTC benchmark comparison
  • Monthly returns heatmap and drawdown analysis

Alerting System

  • Price alerts — Above/below threshold on any symbol
  • P&L alerts — Portfolio-level profit/loss triggers
  • Risk alerts — Leverage, exposure, drawdown warnings
  • Trade alerts — Execution notifications
  • System alerts — Connection status, errors
  • Custom expression alerts — "rsi < 30 AND close > sma_50" with indicator evaluation
  • Rate limiting (configurable per-alert cooldown)
  • One-shot alerts (auto-disable after trigger)
  • Telegram delivery with formatted messages
  • WebSocket delivery for real-time dashboard updates
  • Daily briefing — Automated portfolio snapshot via Telegram at configured UTC hour
  • Manage alerts via agent chat: "Create alert when BTC drops below 60000"

Risk Management

  • Pre-trade risk checks (position size, leverage, exposure limits)
  • Real-time P&L monitoring with drawdown alerts
  • Circuit breaker for automatic halt on abnormal losses
  • Scenario analysis and stress testing

Web Dashboard

  • Live data — All widgets connect to real exchange APIs with graceful fallback to demo mode
  • Real-time portfolio overview with P&L tracking
  • TradingView candlestick charts with technical indicators
  • Market overview with 13+ instruments (crypto, forex, stocks, indices)
  • Positions table across all exchanges with real-time P&L
  • Portfolio performance vs benchmarks (S&P 500, BTC)
  • Risk analysis panel (Sharpe ratio, Sortino ratio, volatility, max drawdown)
  • Asset allocation donut chart
  • Monthly returns heatmap
  • Top movers (best/worst performers)
  • Agent chat interface with tool use visualization
  • Full settings panel (exchanges, risk, agent, notifications, general)

Notifications

  • Telegram bot with trade alerts, portfolio commands, and daily briefings
  • Discord webhook notifications
  • Configurable alert types: trades, risk, P&L, system events
  • Rate limiting to prevent notification spam

Security

  • AES-256-GCM encrypted credential vault
  • Role-based access control
  • Audit logging
  • Dead switch emergency shutdown

Architecture

┌─────────────────────────────────────────────────┐
│                  Web Dashboard                   │
│              React + Vite + TypeScript            │
├─────────────────────────────────────────────────┤
│                   API Server                     │
│              REST + WebSocket + GraphQL           │
├──────────┬──────────┬──────────┬────────────────┤
│ AI Agent │   Risk   │ Backtest │   Adapters      │
│ + Memory │  Engine  │  Engine  │ ┌────────────┐ │
│ + Alerts │          │          │ │ Binance    │ │
│          │          │          │ │ Bybit      │ │
│          │          │          │ │ OKX        │ │
│          │          │          │ │ MT5        │ │
│          │          │          │ │ IBKR       │ │
│          │          │          │ │ Hyperliquid│ │
│          │          │          │ │ Uniswap    │ │
│          │          │          │ └────────────┘ │
├──────────┴──────────┴──────────┴────────────────┤
│  SQLite  │  Vault (AES-256)  │  Event Bus       │
└─────────────────────────────────────────────────┘
  • Go backend for performance and concurrency
  • React web dashboard
  • TypeScript CLI and plugin runtime
  • SQLite for zero-config local storage

CLI Reference

Core

clawtrade init               # Interactive setup wizard
clawtrade serve              # Start server
clawtrade status             # System status
clawtrade version            # Version info

Exchanges

clawtrade exchange list              # List configured exchanges
clawtrade exchange add binance       # Add exchange (interactive)
clawtrade exchange remove binance    # Remove exchange
clawtrade exchange test binance      # Validate config

Supported: binance, bybit, okx, mt5, ibkr, hyperliquid, uniswap

MetaTrader 5: Install the MT5 terminal (Windows only). Clawtrade auto-installs the Python bridge and connects — just provide your login, password, and server name.

Configuration

clawtrade config show                # Show all config
clawtrade config set server.port 8080
clawtrade risk show                  # Risk parameters
clawtrade risk set max_leverage 20
clawtrade agent show                 # Agent config
clawtrade agent set auto_trade true
clawtrade agent watchlist add SOL/USDT

AI Models (LLM Provider)

clawtrade models setup               # Interactive LLM provider setup
clawtrade models set anthropic/claude-sonnet-4-6  # Set model directly
clawtrade models list                # List all providers & models
clawtrade models status              # Show current model config

Supported providers: Anthropic (Claude), OpenAI (GPT), OpenRouter, DeepSeek, Google (Gemini), Ollama (local/free)

API keys via environment variables or encrypted vault:

export ANTHROPIC_API_KEY=sk-ant-...
export OPENAI_API_KEY=sk-proj-...

Notifications

clawtrade telegram setup             # Setup Telegram bot
clawtrade telegram test              # Send test message
clawtrade notify show                # All notification settings
clawtrade notify set discord.webhook_url <url>

Chat

clawtrade chat                       # Interactive AI chat

API Endpoints

LLM Chat

POST /api/v1/chat
Body: { "messages": [{ "role": "user", "content": "How is BTC doing?" }] }

Proxies to your configured LLM provider (Claude, GPT, Gemini, etc.)

Market Data

GET /api/v1/price?symbol=BTC/USDT&exchange=binance
GET /api/v1/candles?symbol=BTC/USDT&timeframe=1h&limit=100
GET /api/v1/orderbook?symbol=BTC/USDT&depth=20

Account

GET /api/v1/balances?exchange=binance
GET /api/v1/positions?exchange=binance
GET /api/v1/exchanges

WebSocket

ws://localhost:9090/ws

Real-time streaming from connected exchanges. Event types: market.*, trade.*, risk.*, portfolio.*, alert.*, system.*

Configuration

All config stored in config/default.yaml:

server:
  host: 127.0.0.1
  port: 9090

risk:
  max_risk_per_trade: 0.02    # 2%
  max_daily_loss: 0.05        # 5%
  max_positions: 5
  max_leverage: 10
  default_mode: paper         # paper | live

agent:
  enabled: true
  auto_trade: false
  min_confidence: 0.7
  model:
    primary: "anthropic/claude-sonnet-4-6"
    max_tokens: 4096
    temperature: 0.7
  watchlist:
    - BTC/USDT
    - ETH/USDT

mcp:
  servers:
    - name: news-sentiment
      command: python
      args: [mcp_news_server.py]
      enabled: true

notifications:
  telegram:
    enabled: false
    token: ""
    chat_id: ""
  alerts:
    trade_executed: true
    risk_alert: true
    pnl_update: false
    system_alert: true
    rate_limit_minutes: 5
    daily_briefing: false
    briefing_hour_utc: 8

MCP servers expose custom tools to the AI agent via the Model Context Protocol. Any MCP-compatible server works — the agent discovers tools automatically at startup.

API credentials are encrypted in data/vault.enc (AES-256-GCM).

Development

Prerequisites

  • Go 1.21+
  • Node.js 18+
  • Bun (optional, for CLI development)

Build from source

git clone https://github.com/Paparusi/Clawtrade.git
cd Clawtrade

# Build Go server
make build

# Start web dashboard (dev mode)
cd web && npm install && npm run dev

# Run server
make run

Project Structure

├── cmd/clawtrade/     Go CLI entry point
├── internal/
│   ├── adapter/       Exchange adapters (Binance, Bybit, MT5, etc.)
│   ├── agent/         AI agent, tool registry, sub-agents
│   ├── alert/         Alerting system (manager, dispatcher, briefing)
│   ├── api/           HTTP server, WebSocket, GraphQL
│   ├── backtest/      Backtesting engine, strategies, indicators
│   ├── bot/           Telegram bot
│   ├── config/        Configuration management
│   ├── database/      SQLite storage and migrations
│   ├── engine/        Event bus
│   ├── memory/        AI 5-layer memory system
│   ├── risk/          Risk engine, circuit breaker, monitoring
│   ├── security/      Vault, audit, permissions
│   ├── streaming/     Real-time price streaming
│   └── strategy/      Strategy arena and optimizer
├── web/               React dashboard
├── cli/               TypeScript CLI
├── sdk/               Client SDKs (TypeScript, Python, Go)
└── plugins/           Plugin runtime

Run tests

make test

Tech Stack

Layer Technology
Backend Go
Frontend React, TypeScript, Vite
Database SQLite (WAL mode)
Encryption AES-256-GCM, PBKDF2
API REST, WebSocket, GraphQL
CLI Node.js + Go

License

MIT

About

AI Trading Agent Platform - Trade Crypto, Forex, Stocks & DeFi with AI agents

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