Awesome Trading Agents — The Trading Agentic Stack

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Awesome Trading Agents collects open-source projects where LLMs help research markets, make trading decisions, or connect agents to market data and execution tools. The list focuses on three building blocks: Agents, MCPs, and Skills. It does not try to cover classic quant libraries, time-series models, or reinforcement-learning trading bots; those are better served by [`georgezouq/awesome-ai-in-finance`](https://github.com/georgezouq/awesome-ai-in-finance) and [`wilsonfreitas/awesome-quant`](https://github.com/wilsonfreitas/awesome-quant). Entries are selected for public code or artifacts, clear LLM-driven behavior, recent activity, useful documentation, a distinct role, and visible adoption. Stewarded by the [LLMQuant](https://llmquant.com) community. > [!TIP] > **If you only read three:** > > - **Agents** — [TauricResearch/TradingAgents](#agents-tradingagents) · [virattt/ai-hedge-fund](#agents-ai-hedge-fund) · [HKUDS/AI-Trader](#agents-ai-trader) > - **MCPs** — [alpacahq/alpaca-mcp-server](#mcps-alpaca) · [krakenfx/kraken-cli](#mcps-kraken-cli) · [financial-datasets/mcp-server](#mcps-financial-datasets) > - **Skills** — [tradermonty/claude-trading-skills](#skills-claude-trading-skills) · [himself65/finance-skills](#skills-finance-skills) · [RKiding/Awesome-finance-skills](#skills-alphaear) > [!NOTE] > Dates are not shown after every item. We still check recent activity before adding or updating a project; the README only keeps details that help readers choose a project, such as official status, forks, or useful pairings. ## Contents - [**Agents**](#agents) - [Multi-agent trading systems](#agents-multi-agent) - [Single-agent end-to-end traders](#agents-single-agent) - [Research / equity-research copilots](#agents-research-copilots) - [Real-money / competition experiments](#agents-real-money) - [Prediction-market specialists](#agents-prediction-market) - [Benchmarks & evaluations](#agents-benchmarks) - [Strategy coding / self-improving agents](#agents-strategy-coding) - [**MCPs**](#mcps) - [Market data / data providers](#mcps-market-data) - [Brokerage / exchange trading](#mcps-brokerage) - [Research tools / analysis](#mcps-research-tools) - [TradingView bridge](#mcps-tradingview) - [Prediction markets](#mcps-prediction-market) - [Strategy / backtesting platforms](#mcps-backtesting) - [**Skills**](#skills) - [Equity research](#skills-equity-research) - [Crypto / DeFi / on-chain](#skills-crypto) - [Strategy coding & backtesting](#skills-strategy-coding) - [Brokerage execution & portfolio](#skills-brokerage) - [**Resources**](#resources) - [Papers](#resources-papers) - [Learn](#resources-learn) - [Related awesome lists](#related-awesome-lists) ## Agents