alpaca-mcp-server and mcp-aktools
These are **complements** — Alpaca provides a full trading and brokerage API with execution capabilities, while AKTools offers data analysis and querying functions that would enhance analysis workflows before or alongside placing trades through Alpaca.
About alpaca-mcp-server
alpacahq/alpaca-mcp-server
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
Built with FastMCP and OpenAPI, it dynamically generates trading tools from Alpaca's API specifications rather than hand-crafting them, enabling automatic schema alignment and toolset filtering via `ALPACA_TOOLSETS`. Integrates with Claude, Cursor, VS Code, and PyCharm through the Model Context Protocol (MCP) stdio transport, allowing LLMs to execute trading operations with real-time market data access and portfolio management directly within IDE environments.
About mcp-aktools
aahl/mcp-aktools
📈 提供股票、加密货币的数据查询和分析功能MCP服务器
Implements the Model Context Protocol (MCP) to expose akshare's financial data APIs, supporting stock search, technical indicators, market aggregates, and crypto data across A-shares, Hong Kong, and US exchanges. Deploys via multiple transports including stdio (uvx), HTTP streaming (Docker/Smithery), and integrates directly with AI editors like Claude, Cursor, and VS Code through native MCP installation protocols. Provides 30+ tools covering individual stock analysis, A-share market breadth (circuit breakers, leader boards, fund flows), financial news aggregation, and crypto derivatives metrics (OKX lending ratios, Binance AI reports).
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