Freqtrade Dev

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Exposes Freqtrade strategy development tools to LLM clients and autonomously generates, optimizes, and evaluates trading strategies using a LangGraph agent.

Freqtrade Dev provides a Model Context Protocol (MCP) server that seamlessly integrates Freqtrade's powerful backtesting, hyperparameter optimization, and market-data tools with LLM clients like Claude. It allows AI models to interact with Freqtrade's capabilities for algorithmic trading strategy development. Additionally, it features a self-contained LangGraph agent capable of autonomously generating trading ideas, writing strategy code, downloading data, running optimizations, performing backtests, and analyzing results, iterating to improve strategy performance.

주요 기능

01Natural language data download with support for date ranges and top cryptocurrencies
029 GitHub stars
03MCP server exposing 12 Freqtrade tools for LLM interaction
04Comprehensive backtesting and hyperparameter optimization capabilities
05LangGraph agent for autonomous trading strategy generation and optimization
06Detailed result analysis including metrics, trades, and statistical breakdowns

사용 사례

01Developing and fine-tuning cryptocurrency trading strategies with LLM assistance
02Automating the end-to-end workflow of trading strategy creation and validation
03Analyzing backtest and hyperopt results to identify profitable strategies and avoid overfitting