finance-trading-ai-agents-mcp and mcp-server
The projects are ecosystem siblings, as `paperinvest/mcp-server` appears to be a specific instance or customized version of the more general `aitrados/finance-trading-ai-agents-mcp` platform, tailored for integration with Paper's trading platform and API.
About finance-trading-ai-agents-mcp
aitrados/finance-trading-ai-agents-mcp
A comprehensive, free MCP server designed specifically for financial analysis and quantitative trading. This specialized platform offers one-click local deployment with a sophisticated department-based architecture that mirrors real financial company operations.
Provides real-time streaming OHLC data, technical indicators, and broker integration for order placement—all callable directly by LLMs through standardized MCP tools. Implements a local RPC/PubSub service enabling cross-process and cross-language communication, with WebSocket support for synchronized data feeds across multiple clients and custom trading algorithms.
About mcp-server
paperinvest/mcp-server
Official MCP server for Paper's trading platform - enables AI assistants to interact with Paper's API
Implements four core trading tools—real-time quote fetching, batch quote requests, order placement (market/limit/stop variants), and portfolio inspection—exposed as MCP resources for seamless integration with Claude Desktop and Cursor. Built as an npm package using stdio transport, it authenticates via environment variables and connects directly to Paper's API endpoint, requiring minimal configuration beyond API key setup.
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