{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_b36x9eg8qe22","handle":"iflow-mcp-whchien-ai-trader","url":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader","links":{"self":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader/record.json","html":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader","markdown":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-whchien-ai-trader","status":"https://wellknown.network/api/v1/agents/iflow-mcp-whchien-ai-trader/status","claim":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-whchien-ai-trader/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-whchien-ai-trader/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-whchien-ai-trader/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-whchien-ai-trader","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_whchien-ai-trader","summary":"Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.","description":"# AI-Trader\n\n[![Python Version](https://img.shields.io/badge/python-3.11%2B-blue)](https://www.python.org/downloads/)\n[![License](https://img.shields.io/badge/license-GPL--3.0-green)](LICENSE)\n\n[中文版說明 (Chinese Subpage)](README_zh.md)\n\nA professional, config-driven backtesting framework for algorithmic trading, built on Backtrader. Seamlessly test, optimize, and integrate trading strategies with Large Language Models (LLMs) across stocks, crypto, and forex markets.\n\n![Demo GIF](data/demo.gif)\n\n## Key Features\n\n- **Config-Driven Workflows**: Define and manage backtests with version-controllable YAML files for reproducible results.\n- **Seamless LLM Integration**: Built-in MCP (Model Context Protocol) server allows AI assistants like Claude to run backtests, fetch data, and analyze strategies.\n- **Multi-Market Support**: Test strategies on US stocks, Taiwan stocks, cryptocurrencies, and forex.\n- **Extensive Strategy Library**: Comes with over 20 built-in strategies, from classic indicators to advanced adaptive models.\n- **Powerful CLI**: A rich command-line interface to run backtests, fetch market data, and list strategies.\n- **Developer Friendly**: Easily create and test custom strategies with simple helpers and a clear structure.\n\n## Quick Start\n\n**1. Installation**\n\n**Option A: Install from PyPI (Recommended for using the CLI)**\n```bash\npip install ai-trader\n```\nUse this if you want to:\n- Use the CLI commands: `ai-trader run`, `ai-trader fetch`, `ai-trader quick`\n- Run backtests on your own data files\n- Use as a library in your Python projects\n\n**Option B: Install from Source (Recommended for examples and config templates)**\n```bash\ngit clone https://github.com/whchien/ai-trader.git\ncd ai-trader\npip install -e .\n```\nUse this if you want to:\n- Run the config-based examples in `config/backtest/`\n- Use the example data files in `data/`\n- Run the example scripts in `scripts/examples/`\n- Contribute or customize strategies\n*(Poetry users can run `poetry install`)*\n\n**2. 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